Background and Introduction

Value-at-risk modeling, or VaR, is a commonly used tool to measure riskiness in a financial institution. CAViaR was a new take on risk modeling originally proposed by Robert Engle and Simone Manganelli in 2004 which builds upon the literature of modeling regression quantiles in settings which are essential.

and agree with the basic premise of the CAViaR paper that many of the nonparametric historical simulation methods don’t have attractive statistical properties and are chosen more for experimental qualities (an example of this in the 1998 paper by Boudoukh, Richardson, and Whitelaw cited by Engle which uses a semiparametric “hybrid” approach) I think trying to think too narrowly about VaR isn’t a very interesting statistical problem - in a sense, VaR is just a useful summarization of quantile risk put into dollar figures for easy consumption In my opinion, the most interesting question in the CAViaR paper isn’t VaR per se, it’s testing their theorems under relaxations of their assumptions to better understand their approach to extreme value theory. In particular, the following analyses catch my eye: How important is the assumption C2 on page 374 of the CAVIAR paper (which underlies Theorem 1 about the consistency of the estimator beta hat)? It states that “conditional on all of the past information…the error terms form a stationary process”. It may be an interesting test to see how much nonstationarity affects the consistency of the estimator beta hat. I could do this via simulation and see if there’s a lot of value here, which may lead us to a more fundamental result. In my opinion, theorems 4 and 5 (p. 371) are the most important in the paper because they state that the DQ_IS and DQ_OOS quantities are pivotals asymptotically. But it begs the question of how much does that matter, especially in the context of VaR, which in all likelihood is working with limited data? Therefore, it seems to me that the DQ8 and DQ9 assumptions are the shakiest assumptions required for theorem 5. It might be interesting to see how far off from a chi-squared distribution real-world data actually is. This may allow us to develop “rules of thumb” about the accuracy of these asymptotic distributions.

Methods Used

Fill in.

Data Used

Results

CODE

Libraries

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Univariate CAViaR Section

MV Caviar - Pulling the data

MV Caviar - Modified DI code

The code that is used in a diffusion index model is as follows. The key is figuring out where to make the extension. I’ll go through and comment everything and see what’s what.

Now that we have the function, let’s see if we can get it to work. First, we’ll need to compile all of our data

Let’s add a code which incorporates the previous values of the return.

MV Caviar - Calcuating losses

MV Caviar - Choosing the optimal number of predictors

MV Caviar - Running the univariate model multiple times

MV Caviar - Plotting function

MV Caviar - Old Loss Test Function

MV Caviar - A generalized loss calculation function

MV Caviar - Tables function

Export function

Big Simulation Function

Sector ETFs as Explanatory Variables

Here’s what I’m thinking.

Lowest level: 1%, 5%, 10% VaR Next, 2008, 2010, 2014, or 2016 Highest - ETF choices 3 x 4 x 5 = 60 runs

Importing and Running Datasets

Problem Solving on 4.29.2020

preserve101dbcc2fbd4a0e7

2008 Ending

U.S. ETFs

[[1]]
                     SPY           M1            M2            M3           M4           M5           M6
2008-01-04 -0.0248118342 -0.009008995 -0.0114038250 -6.506809e-03 -0.009785113 -0.010686294 -0.013024402
2008-01-07 -0.0008496457 -0.010368632 -0.0084263336 -2.036757e-03 -0.012744013 -0.013228876 -0.015812464
2008-01-08 -0.0162801552 -0.008802236 -0.0086991683 -2.789016e-03 -0.007451870 -0.012261209 -0.015326785
2008-01-09  0.0104552682 -0.010007454 -0.0116292656 -3.989046e-03 -0.014165540 -0.013124694 -0.017075181
2008-01-10  0.0065326791 -0.008237012 -0.0120536801 -6.577309e-03 -0.008756820 -0.013242877 -0.015986706
2008-01-11 -0.0081012617 -0.008609990 -0.0129927437 -9.762320e-03 -0.010171014 -0.012909533 -0.015305373
2008-01-14  0.0080307055 -0.009693916 -0.0103604940 -7.036558e-03 -0.008039063 -0.012787766 -0.015566701
2008-01-15 -0.0222590643 -0.008431257 -0.0107313252 -8.410308e-03 -0.009426473 -0.012671248 -0.014813285
2008-01-16 -0.0086497429 -0.010423230 -0.0110791278 -3.437999e-03 -0.010803258 -0.014159012 -0.017416000
2008-01-17 -0.0262580047 -0.009571017 -0.0132299493 -4.863722e-04 -0.009079987 -0.013963194 -0.017824470
2008-01-18 -0.0103207892 -0.010797726 -0.0190338918  5.987178e-04 -0.015159761 -0.015882524 -0.020399415
2008-01-22 -0.0101983469 -0.009605623 -0.0155451810 -1.908073e-03 -0.010131788 -0.015742488 -0.020891064
2008-01-23  0.0237370019 -0.009639679 -0.0163684113 -2.596526e-03 -0.013168828 -0.015603659 -0.021346177
2008-01-24  0.0084061146 -0.007409178 -0.0100474056 -1.010362e-02 -0.008638127 -0.016862082 -0.019755462
2008-01-25 -0.0145510127 -0.008840543 -0.0091431102 -1.341522e-02 -0.011004540 -0.016446659 -0.018817161
2008-01-28  0.0164012399 -0.009938185 -0.0081656547 -6.081848e-03 -0.006816994 -0.016688862 -0.019830912
2008-01-29  0.0049417741 -0.007968071 -0.0092892564 -8.738580e-03 -0.008070188 -0.016659563 -0.018466167
2008-01-30 -0.0073848272 -0.008596855 -0.0110532525 -1.079707e-02 -0.010106749 -0.015914871 -0.017531569
2008-01-31  0.0180699420 -0.009524466 -0.0111233920 -6.712125e-03 -0.006772641 -0.015467599 -0.017740087
2008-02-01  0.0159598414 -0.007756630 -0.0152328258 -8.498832e-03 -0.008319582 -0.016061234 -0.016506717
2008-02-04 -0.0126893053 -0.007936975 -0.0085145294 -1.405719e-02 -0.008129413 -0.016447785 -0.015447268
2008-02-05 -0.0271387661 -0.009637700 -0.0042830575 -7.857168e-03 -0.007084066 -0.016433787 -0.016184237
2008-02-06 -0.0080845276 -0.010811106 -0.0068349665  7.617532e-04 -0.011078908 -0.018386887 -0.019267574
2008-02-07  0.0065919871 -0.009410725 -0.0120956639 -1.257335e-03 -0.010130019 -0.017777008 -0.019521060
2008-02-08 -0.0064417940 -0.008615910 -0.0130952735 -7.442815e-03 -0.013198425 -0.017107892 -0.018660927
2008-02-11  0.0050966925 -0.009368441 -0.0088169211 -8.079318e-03 -0.008651630 -0.016271395 -0.018678827
2008-02-12  0.0092287560 -0.008610177 -0.0109754180 -7.887713e-03 -0.009837578 -0.015521003 -0.017964212
2008-02-13  0.0101709979 -0.008206896 -0.0072899663 -9.499480e-03 -0.007667360 -0.015309504 -0.016976154
2008-02-14 -0.0088387495 -0.008662643 -0.0034199380 -1.133014e-02 -0.008718016 -0.015189963 -0.016101563
2008-02-15 -0.0002217737 -0.009865055 -0.0076506907 -7.386325e-03 -0.008853091 -0.014863200 -0.016581009
2008-02-19  0.0028078397 -0.008752311 -0.0125648537 -5.889297e-03 -0.007606921 -0.013850842 -0.015870568
2008-02-20  0.0029473150 -0.008657089 -0.0133507941 -8.341232e-03 -0.011259223 -0.013174020 -0.015211847
2008-02-21 -0.0083486448 -0.008957609 -0.0103648493 -9.189042e-03 -0.008675011 -0.012572280 -0.014788114
2008-02-22  0.0061388665 -0.009812979 -0.0104726336 -5.365208e-03 -0.009118869 -0.012533072 -0.015092339
2008-02-25  0.0125298205 -0.008249017 -0.0091615346 -7.087356e-03 -0.009119955 -0.012338920 -0.014073229
2008-02-26  0.0074727484 -0.008427043 -0.0075540555 -1.159413e-02 -0.008898289 -0.012553822 -0.013206034
2008-02-27 -0.0010126331 -0.008564273 -0.0050563357 -1.122542e-02 -0.008244339 -0.012387555 -0.012569861
2008-02-28 -0.0098152362 -0.009300350 -0.0077330765 -7.676311e-03 -0.007159259 -0.011563377 -0.012209050
2008-02-29 -0.0225356856 -0.009715207 -0.0102540059 -6.336050e-03 -0.010606640 -0.011578654 -0.012929035
2008-03-03 -0.0023943356 -0.010715271 -0.0111511634 -9.231015e-04 -0.012602247 -0.013532766 -0.015487476
2008-03-04 -0.0038274278 -0.008661862 -0.0104759316 -3.681841e-03 -0.008118783 -0.012883603 -0.015135024
2008-03-05  0.0062962527 -0.009268762 -0.0131507287 -5.814803e-03 -0.012469017 -0.012393577 -0.015009980
2008-03-06 -0.0209151448 -0.008661525 -0.0123276509 -8.934318e-03 -0.010592554 -0.012188990 -0.014381744
2008-03-07 -0.0103537085 -0.010299790 -0.0086824929 -4.105654e-03 -0.009922167 -0.013505074 -0.016389464
2008-03-10 -0.0132709532 -0.009772380 -0.0094145094 -1.133176e-03 -0.009855150 -0.013499995 -0.016842926
2008-03-11  0.0353069013 -0.010005542 -0.0120210470 -3.596715e-03 -0.013439784 -0.013914770 -0.017662398
2008-03-12 -0.0093956541 -0.006829697 -0.0127647007 -1.320668e-02 -0.007568566 -0.016112226 -0.016026370
2008-03-13  0.0022053488 -0.009469711 -0.0110452077 -1.015872e-02 -0.010840656 -0.015925810 -0.016692753
2008-03-14 -0.0156173232 -0.008764945 -0.0117671308 -6.925152e-03 -0.006525839 -0.015038615 -0.015915603
2008-03-17 -0.0101584795 -0.010165074 -0.0106106051 -4.986029e-03 -0.010365173 -0.015527647 -0.016990939
2008-03-18  0.0407036536 -0.009689853 -0.0100672542 -2.156171e-03 -0.010372163 -0.015435997 -0.017565805
2008-03-19 -0.0250818491 -0.006388991 -0.0115073692 -1.344860e-02 -0.007394236 -0.018002278 -0.015977974
2008-03-20  0.0183532925 -0.010703682 -0.0130045908 -6.288316e-03 -0.013397510 -0.019140476 -0.018224565
2008-03-24  0.0197907260 -0.007990610 -0.0115022698 -6.146751e-03 -0.003903936 -0.019455168 -0.017238085
2008-03-25  0.0009646820 -0.007668727 -0.0071201631 -1.364887e-02 -0.009708333 -0.019897626 -0.016245206
2008-03-26 -0.0123112882 -0.008810584  0.0023141238 -1.092103e-02 -0.007429743 -0.018593554 -0.015636550
2008-03-27 -0.0031585591 -0.009770029 -0.0096555770 -6.661349e-03 -0.006549194 -0.018452294 -0.016355351
2008-03-28 -0.0096105193 -0.009253123 -0.0122075248 -4.873192e-03 -0.009866858 -0.017527668 -0.016131034
2008-03-31  0.0034917825 -0.009585075 -0.0118099038 -4.965288e-03 -0.011753099 -0.017234291 -0.016584202
2008-04-01  0.0345554764 -0.008756104 -0.0103472125 -6.900763e-03 -0.010462100 -0.016432530 -0.015958550
2008-04-02  0.0006585635 -0.007054069 -0.0065405357 -1.469148e-02 -0.006322901 -0.018388134 -0.014550503
2008-04-03  0.0024843280 -0.008789507 -0.0067383411 -1.330204e-02 -0.009872383 -0.017250829 -0.014061347
2008-04-04 -0.0010953896 -0.008983872 -0.0016709888 -8.258529e-03 -0.005174838 -0.016243034 -0.013571593
2008-04-07  0.0005112351 -0.008900336 -0.0037977186 -7.449499e-03 -0.007051658 -0.015190037 -0.013253338
2008-04-08 -0.0010226662 -0.009014350 -0.0081290029 -7.418208e-03 -0.011513767 -0.014217090 -0.012521856
2008-04-09 -0.0072621323 -0.009069519 -0.0119318420 -8.003548e-03 -0.006990304 -0.013348262 -0.012269086
2008-04-10  0.0013979696 -0.009679355 -0.0131530340 -6.495937e-03 -0.011522222 -0.012815686 -0.012687296
2008-04-11 -0.0195997100 -0.008818423 -0.0106663172 -5.822471e-03 -0.010361064 -0.012091436 -0.012281908
2008-04-14 -0.0033793720 -0.010182540 -0.0069344720 -4.095752e-03 -0.009812502 -0.013736268 -0.014432368
2008-04-15  0.0023291752 -0.009286144 -0.0066675930 -4.648167e-03 -0.009524887 -0.013194505 -0.014278900
2008-04-16  0.0267334733 -0.008735598 -0.0112287777 -7.427651e-03 -0.012586346 -0.012603576 -0.013725831
2008-04-17  0.0014600779 -0.007466123 -0.0094122855 -1.407224e-02 -0.006202972 -0.014175774 -0.012662022
2008-04-18  0.0103804298 -0.009032809 -0.0073928352 -1.171313e-02 -0.010433456 -0.013305582 -0.012238908
2008-04-21  0.0005051632 -0.008196470 -0.0059049694 -9.395215e-03 -0.004292174 -0.013326750 -0.011350304
2008-04-22 -0.0044122300 -0.009124997 -0.0075596071 -9.329673e-03 -0.009906278 -0.012530893 -0.011029920
2008-04-23 -0.0015963935 -0.009654872 -0.0097764786 -7.384091e-03 -0.007902490 -0.012151335 -0.011208449
2008-04-24  0.0043473397 -0.009034157 -0.0108286996 -5.648843e-03 -0.009764405 -0.011493195 -0.011082639
2008-04-25  0.0092113415 -0.008645427 -0.0134112793 -6.253240e-03 -0.010745012 -0.010918111 -0.010679179
2008-04-28  0.0002150994 -0.008467068 -0.0089681018 -1.039274e-02 -0.007867665 -0.011103574 -0.010157694
2008-04-29 -0.0039467796 -0.008933061 -0.0056142597 -8.173139e-03 -0.008876406 -0.010417474 -0.009899896
2008-04-30 -0.0059136301 -0.009396057 -0.0045445344 -5.854553e-03 -0.007250070 -0.010147353 -0.010065905
2008-05-01  0.0204743354 -0.009647983 -0.0093389533 -6.869330e-03 -0.011413316 -0.010088066 -0.010444978
2008-05-02  0.0027600366 -0.007635783 -0.0073064619 -8.041400e-03 -0.008557196 -0.011191943 -0.009679979
2008-05-05 -0.0048171655 -0.008737952 -0.0076116895 -1.193308e-02 -0.009561398 -0.010673187 -0.009381876
2008-05-06  0.0086260700 -0.009273423 -0.0086225189 -7.468741e-03 -0.005587270 -0.010434391 -0.009531474
2008-05-07 -0.0179713227 -0.008601222 -0.0093840212 -8.949787e-03 -0.010625991 -0.010619777 -0.009070932
2008-05-08 -0.0025837062 -0.010129929 -0.0065284720 -4.985588e-03 -0.009857324 -0.011898293 -0.010978453
2008-05-09 -0.0018699025 -0.008931359 -0.0082239227 -4.761851e-03 -0.007696242 -0.011370878 -0.010955332
2008-05-12  0.0111686003 -0.009284553 -0.0134015989 -6.824563e-03 -0.012118641 -0.010825458 -0.010850475
2008-05-13  0.0001424174 -0.008144653 -0.0099090503 -8.522933e-03 -0.009474034 -0.011185751 -0.010299525
2008-05-14  0.0020618202 -0.009043985 -0.0084488040 -9.835671e-03 -0.009355268 -0.010446242 -0.010023421
2008-05-15  0.0124255030 -0.008714788 -0.0046449225 -6.969332e-03 -0.007054251 -0.009822970 -0.009716711
2008-05-16  0.0009117828 -0.008468629 -0.0085913564 -1.027173e-02 -0.008504347 -0.010463808 -0.009197119
2008-05-19  0.0027300754 -0.008876867 -0.0069908722 -1.075360e-02 -0.009192716 -0.009807669 -0.008960367
2008-05-20 -0.0081422442 -0.008751969 -0.0076908499 -8.065270e-03 -0.007113497 -0.009441795 -0.008691880
2008-05-21 -0.0170593399 -0.009664896 -0.0129163904 -7.651344e-03 -0.008884352 -0.009677833 -0.009343417
2008-05-22  0.0001434719 -0.010191092 -0.0108505800 -2.939370e-03 -0.011730527 -0.010917471 -0.011026874
2008-05-23 -0.0134949236 -0.008834264 -0.0109120649 -3.780096e-03 -0.010653744 -0.010244604 -0.010709778
2008-05-27  0.0073832283 -0.009829299 -0.0101715399 -4.262240e-03 -0.010282362 -0.010930029 -0.011876182
2008-05-28  0.0046050538 -0.008655302 -0.0119377833 -6.275858e-03 -0.010561451 -0.010945754 -0.011354743
2008-05-29  0.0050126405 -0.008729524 -0.0093534639 -1.022954e-02 -0.009905164 -0.010696934 -0.010927395
2008-05-30  0.0024965093 -0.008469196 -0.0050385378 -7.269173e-03 -0.007195174 -0.010477758 -0.010512823
2008-06-02 -0.0103845953 -0.009028096 -0.0085846550 -8.877645e-03 -0.009105794 -0.010067573 -0.010172302
2008-06-03 -0.0058486286 -0.009674288 -0.0090114624 -6.303002e-03 -0.008237972 -0.010536006 -0.011076615
2008-06-04 -0.0005071990 -0.009108791 -0.0113517204 -3.282676e-03 -0.009120079 -0.010448435 -0.011418657
2008-06-05  0.0197999656 -0.009038541 -0.0140747752 -6.088543e-03 -0.010380395 -0.009867967 -0.011151951
2008-06-06 -0.0324135219 -0.007921051 -0.0114746838 -1.266514e-02 -0.009906518 -0.011123198 -0.010357913
2008-06-09  0.0024184013 -0.011258927 -0.0114033270 -4.660554e-03 -0.012337918 -0.013388159 -0.013617947
2008-06-10 -0.0049897990 -0.008768479 -0.0097804247 -4.280059e-03 -0.007209819 -0.012800199 -0.013151571
2008-06-11 -0.0148216573 -0.009287020 -0.0100541328 -5.866447e-03 -0.011190394 -0.012478084 -0.013289827
2008-06-12  0.0038006245 -0.010017039 -0.0095581533 -4.632764e-03 -0.011559032 -0.013022082 -0.014746910
                    M7          M8
2008-01-04 -0.01106787 -0.01002831
2008-01-07 -0.01337510 -0.01009095
2008-01-08 -0.01281398 -0.01011362
2008-01-09 -0.01328459 -0.01037225
2008-01-10 -0.01313312 -0.01033621
2008-01-11 -0.01274700 -0.01003977
2008-01-14 -0.01247925 -0.01003002
2008-01-15 -0.01222984 -0.01002333
2008-01-16 -0.01370327 -0.01033608
2008-01-17 -0.01341766 -0.01029021
2008-01-18 -0.01581681 -0.01049074
2008-01-22 -0.01534156 -0.01050162
2008-01-23 -0.01508860 -0.01052314
2008-01-24 -0.01614248 -0.01052334
2008-01-25 -0.01549864 -0.01048218
2008-01-28 -0.01551913 -0.01086290
2008-01-29 -0.01562666 -0.01087487
2008-01-30 -0.01490531 -0.01087535
2008-01-31 -0.01446217 -0.01084328
2008-02-01 -0.01491178 -0.01086248
2008-02-04 -0.01509242 -0.01053754
2008-02-05 -0.01497007 -0.01075964
2008-02-06 -0.01729184 -0.01088540
2008-02-07 -0.01661554 -0.01086917
2008-02-08 -0.01609005 -0.01088838
2008-02-11 -0.01564079 -0.01053919
2008-02-12 -0.01510702 -0.01050788
2008-02-13 -0.01481249 -0.01052990
2008-02-14 -0.01438782 -0.01050928
2008-02-15 -0.01365206 -0.01043245
2008-02-19 -0.01310742 -0.01042488
2008-02-20 -0.01272853 -0.01030622
2008-02-21 -0.01226457 -0.01035170
2008-02-22 -0.01204527 -0.01035296
2008-02-25 -0.01172091 -0.01033177
2008-02-26 -0.01187468 -0.01029768
2008-02-27 -0.01166039 -0.01033426
2008-02-28 -0.01124187 -0.01029673
2008-02-29 -0.01118355 -0.01029744
2008-03-03 -0.01323495 -0.01030203
2008-03-04 -0.01263646 -0.01031471
2008-03-05 -0.01222917 -0.01033507
2008-03-06 -0.01176701 -0.01033025
2008-03-07 -0.01360403 -0.01035688
2008-03-10 -0.01334929 -0.01039458
2008-03-11 -0.01339084 -0.01062285
2008-03-12 -0.01632837 -0.01094729
2008-03-13 -0.01600873 -0.01090959
2008-03-14 -0.01549607 -0.01082506
2008-03-17 -0.01574294 -0.01124373
2008-03-18 -0.01544405 -0.01122777
2008-03-19 -0.01875981 -0.01106906
2008-03-20 -0.01981496 -0.01167267
2008-03-24 -0.01981922 -0.01138780
2008-03-25 -0.01994828 -0.01138054
2008-03-26 -0.01916683 -0.01138651
2008-03-27 -0.01881581 -0.01171685
2008-03-28 -0.01816089 -0.01173378
2008-03-31 -0.01773119 -0.01171185
2008-04-01 -0.01712933 -0.01169614
2008-04-02 -0.01932527 -0.01172888
2008-04-03 -0.01862664 -0.01171184
2008-04-04 -0.01790164 -0.01169237
2008-04-07 -0.01728016 -0.01172288
2008-04-08 -0.01668403 -0.01141414
2008-04-09 -0.01565399 -0.01141968
2008-04-10 -0.01520254 -0.01143884
2008-04-11 -0.01408391 -0.01140905
2008-04-14 -0.01597748 -0.01177099
2008-04-15 -0.01522415 -0.01179067
2008-04-16 -0.01471571 -0.01174159
2008-04-17 -0.01619105 -0.01177454
2008-04-18 -0.01563512 -0.01175754
2008-04-21 -0.01538101 -0.01175619
2008-04-22 -0.01481623 -0.01174428
2008-04-23 -0.01439205 -0.01178524
2008-04-24 -0.01352539 -0.01159925
2008-04-25 -0.01245636 -0.01160130
2008-04-28 -0.01226322 -0.01161636
2008-04-29 -0.01179293 -0.01191309
2008-04-30 -0.01125705 -0.01189862
2008-05-01 -0.01088915 -0.01188514
2008-05-02 -0.01226603 -0.01192531
2008-05-05 -0.01179814 -0.01185793
2008-05-06 -0.01142907 -0.01188692
2008-05-07 -0.01130841 -0.01167423
2008-05-08 -0.01237490 -0.01225096
2008-05-09 -0.01192697 -0.01238535
2008-05-12 -0.01149399 -0.01205054
2008-05-13 -0.01157246 -0.01204441
2008-05-14 -0.01113051 -0.01203207
2008-05-15 -0.01069132 -0.01202071
2008-05-16 -0.01090922 -0.01205900
2008-05-19 -0.01049814 -0.01202546
2008-05-20 -0.01015312 -0.01205942
2008-05-21 -0.01011826 -0.01202825
2008-05-22 -0.01125025 -0.01244069
2008-05-23 -0.01082146 -0.01241750
2008-05-27 -0.01174083 -0.01259578
2008-05-28 -0.01157793 -0.01253764
2008-05-29 -0.01130220 -0.01252711
2008-05-30 -0.01105546 -0.01251679
2008-06-02 -0.01075565 -0.01250593
2008-06-03 -0.01058750 -0.01253083
2008-06-04 -0.01034156 -0.01255308
2008-06-05 -0.01001228 -0.01252008
2008-06-06 -0.01140092 -0.01248867
2008-06-09 -0.01466262 -0.01271641
2008-06-10 -0.01417605 -0.01281886
2008-06-11 -0.01372488 -0.01279919
2008-06-12 -0.01402494 -0.01308495
 [ reached getOption("max.print") -- omitted 139 rows ]

[[2]]
[[2]]$rect
[[2]]$rect$w
[1] 64.97259

[[2]]$rect$h
[1] 0.1684943

[[2]]$rect$left
[1] -14.44

[[2]]$rect$top
[1] 0.145146


[[2]]$text
[[2]]$text$x
[1] 24.21514 24.21514 24.21514 24.21514 24.21514 24.21514 24.21514 24.21514 24.21514

[[2]]$text$y
[1]  0.128296536  0.111447107  0.094597678  0.077748248  0.060898819  0.044049390  0.027199961  0.010350532
[9] -0.006498897



[[3]]
[[3]][[1]]
[1] 1.622597 1.564253 1.737877 1.534359 1.076953 1.066265 1.068465 1.366382

[[3]][[2]]
[1] 0.328 0.312 0.348 0.332 0.144 0.156 0.140 0.224

[[3]][[3]]
               [,1]         [,2]         [,3]         [,4]         [,5]         [,6]         [,7]         [,8]
  [1,] 1.422256e-02 1.206721e-02 1.647452e-02 1.352405e-02 1.271299e-02 1.060869e-02 1.236957e-02 1.330517e-02
  [2,] 9.518986e-04 7.576688e-04 1.187111e-04 1.189437e-03 1.237923e-03 1.496282e-03 1.252545e-03 9.241308e-04
  [3,] 6.730127e-03 6.822888e-03 1.214203e-02 7.945456e-03 3.617051e-03 8.580334e-04 3.119558e-03 5.549885e-03
  [4,] 2.046272e-03 2.208453e-03 1.444431e-03 2.462081e-03 2.357996e-03 2.753045e-03 2.373986e-03 2.082752e-03
  [5,] 1.476969e-03 1.858636e-03 1.310999e-03 1.528950e-03 1.977556e-03 2.251939e-03 1.966580e-03 1.686889e-03
  [6,] 5.087287e-05 4.891482e-04 1.661058e-04 2.069752e-04 4.808271e-04 7.204112e-04 4.645743e-04 1.938510e-04
  [7,] 1.772462e-03 1.839120e-03 1.506726e-03 1.606977e-03 2.081847e-03 2.359741e-03 2.050995e-03 1.806072e-03
  [8,] 1.244503e-02 1.037497e-02 1.246388e-02 1.154933e-02 8.629034e-03 6.701202e-03 9.026306e-03 1.101216e-02
  [9,] 1.773487e-04 2.429385e-04 4.690570e-03 2.153515e-04 5.509269e-04 8.766257e-04 5.053526e-04 1.686337e-04
 [10,] 1.501829e-02 1.172525e-02 2.319447e-02 1.546022e-02 1.106533e-02 7.590182e-03 1.155631e-02 1.437101e-02
 [11,] 4.769366e-05 8.713103e-04 9.827556e-03 4.838972e-04 5.561735e-04 1.007863e-03 5.496024e-04 1.699515e-05
 [12,] 5.334513e-04 5.346834e-04 7.461246e-03 5.990296e-05 5.544141e-04 1.069272e-03 5.143210e-04 3.032722e-05
 [13,] 3.337668e-03 4.010541e-03 2.633353e-03 3.690583e-03 3.934066e-03 4.508318e-03 3.882560e-03 3.426014e-03
 [14,] 1.581529e-03 1.845352e-03 1.850973e-03 1.704424e-03 2.526820e-03 2.816158e-03 2.454859e-03 1.892946e-03
 [15,] 5.139423e-03 4.867112e-03 1.022214e-03 3.191825e-03 1.895646e-04 4.266148e-04 9.476237e-05 3.661952e-03
 [16,] 2.633942e-03 2.456689e-03 2.248309e-03 2.321823e-03 3.309010e-03 3.623215e-03 3.192037e-03 2.726414e-03
 [17,] 1.290984e-03 1.423103e-03 1.368035e-03 1.301196e-03 2.160134e-03 2.340794e-03 2.056843e-03 1.581664e-03
 [18,] 1.212028e-04 3.668425e-04 3.412246e-04 2.721922e-04 8.530044e-04 1.014674e-03 7.520482e-04 3.490528e-04
 [19,] 2.759441e-03 2.919333e-03 2.478207e-03 2.484258e-03 3.353754e-03 3.581003e-03 3.253211e-03 2.891322e-03
 [20,] 2.371647e-03 3.119267e-03 2.445867e-03 2.427942e-03 3.202108e-03 3.246656e-03 3.087162e-03 2.682233e-03
 [21,] 4.277098e-03 3.757298e-03 1.367883e-04 4.103903e-03 3.758480e-04 2.757963e-04 2.403114e-04 1.936590e-03
 [22,] 1.575096e-02 2.057014e-02 1.735344e-02 1.804923e-02 9.634481e-03 9.859076e-03 1.095182e-02 1.474121e-02
 [23,] 2.726578e-04 1.124605e-03 7.961653e-03 2.994381e-04 1.030236e-03 1.118305e-03 9.207310e-04 2.800873e-04
 [24,] 1.600271e-03 1.868765e-03 7.849322e-04 1.672201e-03 2.436900e-03 2.611305e-03 2.320753e-03 1.746116e-03
 [25,] 2.174116e-04 6.653480e-04 1.001021e-04 6.756631e-04 1.066610e-03 1.221913e-03 9.648253e-04 4.446588e-04
 [26,] 1.446513e-03 1.391361e-03 1.317601e-03 1.374832e-03 2.136809e-03 2.377552e-03 2.073749e-03 1.563588e-03
 [27,] 1.783893e-03 2.020417e-03 1.711647e-03 1.906633e-03 2.474976e-03 2.719297e-03 2.433577e-03 1.973663e-03
 [28,] 1.837789e-03 1.746096e-03 1.967048e-03 1.783836e-03 2.548050e-03 2.714715e-03 2.498349e-03 2.070090e-03
 [29,] 1.584954e-04 4.876930e-03 2.491388e-04 1.086598e-04 6.351213e-04 7.262813e-04 5.549073e-04 1.670533e-04
 [30,] 9.643281e-04 7.428917e-04 7.164551e-04 8.631318e-04 1.464143e-03 1.635924e-03 1.343029e-03 1.021068e-03
 [31,] 1.156015e-03 1.537269e-03 8.697136e-04 1.041476e-03 1.665868e-03 1.867841e-03 1.591526e-03 1.323272e-03
 [32,] 1.160440e-03 1.629811e-03 1.128855e-03 1.420654e-03 1.612134e-03 1.815916e-03 1.567584e-03 1.325353e-03
 [33,] 6.089642e-05 2.016204e-04 8.403974e-05 3.263664e-05 4.223635e-04 6.439469e-04 3.915925e-04 2.003058e-04
 [34,] 1.595185e-03 1.661150e-03 1.150407e-03 1.525774e-03 1.867194e-03 2.123121e-03 1.818414e-03 1.649183e-03
 [35,] 2.077884e-03 2.169136e-03 1.961718e-03 2.164978e-03 2.486874e-03 2.660305e-03 2.425073e-03 2.286159e-03
 [36,] 1.589979e-03 1.502680e-03 1.906688e-03 1.637104e-03 2.002657e-03 2.067878e-03 1.934742e-03 1.777043e-03
 [37,] 7.551639e-04 4.043703e-04 1.021279e-03 7.231706e-04 1.137492e-03 1.155723e-03 1.064776e-03 9.321627e-04
 [38,] 4.633974e-04 1.873944e-03 1.925033e-03 2.390379e-03 1.748141e-04 2.393813e-04 1.426638e-04 4.814934e-05
 [39,] 1.153843e-02 1.105351e-02 1.457967e-02 1.073614e-02 9.861329e-03 8.645986e-03 1.021692e-02 1.101442e-02
 [40,] 8.320935e-04 8.756828e-04 1.324111e-03 1.020791e-03 1.113843e-03 1.309314e-03 1.084062e-03 7.907699e-04
 [41,] 4.834434e-04 6.648504e-04 1.310281e-04 4.291356e-04 9.056175e-04 1.130760e-03 8.809033e-04 6.487280e-04
 [42,] 1.556501e-03 1.944698e-03 1.211106e-03 1.876527e-03 1.868983e-03 2.130623e-03 1.852542e-03 1.663132e-03
 [43,] 1.102826e-02 7.728745e-03 1.078274e-02 9.290332e-03 7.853539e-03 5.880061e-03 8.233318e-03 9.526407e-03
 [44,] 4.852639e-05 1.504094e-03 5.623249e-03 3.883874e-04 3.151365e-04 6.035755e-04 3.250321e-04 3.167414e-07
 [45,] 3.148716e-03 3.470799e-03 1.092400e-02 3.074223e-03 2.290415e-05 3.571973e-04 7.833460e-06 2.588737e-03
 [46,] 4.531244e-03 4.732795e-03 3.890362e-03 4.874669e-03 4.922167e-03 5.296930e-03 4.869774e-03 4.592975e-03
 [47,] 2.309362e-03 3.369047e-04 3.811024e-04 1.644380e-03 6.716572e-04 6.630716e-04 6.932716e-04 1.551633e-04
 [48,] 1.167506e-03 1.325056e-03 1.236407e-03 1.304600e-03 1.813116e-03 1.889810e-03 1.821408e-03 1.311494e-03
 [49,] 6.167140e-03 3.465173e-03 7.822954e-03 8.182336e-03 5.208378e-04 2.982802e-05 1.091257e-04 4.313033e-03
 [50,] 6.594226e-07 4.521256e-05 4.655205e-03 2.066937e-05 5.369167e-04 6.832459e-04 5.584464e-04 1.085251e-04
 [51,] 5.039351e-03 5.077091e-03 4.285982e-03 5.107582e-03 5.613965e-03 5.826946e-03 5.614771e-03 5.193143e-03
 [52,] 1.682357e-02 1.221703e-02 1.046992e-02 1.591885e-02 6.371614e-03 8.193487e-03 5.689839e-03 1.261151e-02
 [53,] 2.905697e-03 3.135788e-03 2.464161e-03 3.175080e-03 3.749377e-03 3.657786e-03 3.816825e-03 3.002597e-03
 [54,] 2.778134e-03 3.129300e-03 2.593748e-03 2.369466e-03 3.924589e-03 3.702881e-03 3.960995e-03 3.117853e-03
 [55,] 8.633409e-04 8.084845e-04 1.461355e-03 1.067301e-03 2.086231e-03 1.720989e-03 2.091296e-03 1.234522e-03
 [56,] 3.150634e-03 1.316287e-02 1.251237e-03 4.393391e-03 6.282266e-04 3.325262e-04 6.855545e-04 8.322982e-04
 [57,] 6.611470e-04 6.497018e-04 3.502790e-04 3.390635e-04 1.529374e-03 1.319679e-03 1.565725e-03 8.558286e-04
 [58,] 3.216570e-04 2.597006e-04 4.263595e-03 2.563388e-05 7.917149e-04 6.520515e-04 8.550372e-04 2.123262e-04
 [59,] 1.307686e-03 1.530169e-03 8.457070e-04 1.524488e-03 2.072607e-03 2.007598e-03 2.122298e-03 1.520364e-03
 [60,] 4.331158e-03 4.490269e-03 4.145624e-03 4.501758e-03 5.098801e-03 5.051403e-03 5.168480e-03 4.625162e-03
 [61,] 7.712633e-04 7.199099e-04 1.535005e-03 6.981465e-04 1.904670e-03 1.520907e-03 1.998383e-03 1.238744e-03
 [62,] 1.127384e-03 9.222669e-04 1.578637e-03 1.235671e-03 1.973516e-03 1.654568e-03 2.111097e-03 1.419616e-03
 [63,] 7.888482e-04 5.755992e-05 7.163140e-04 4.079448e-04 1.514764e-03 1.247620e-03 1.680625e-03 1.059698e-03
 [64,] 9.411571e-04 4.308954e-04 7.960734e-04 7.562893e-04 1.570127e-03 1.376457e-03 1.779140e-03 1.223411e-03
 [65,] 7.991684e-04 7.106337e-04 6.395542e-04 1.049110e-03 1.319442e-03 1.149919e-03 1.566137e-03 1.039147e-03
 [66,] 1.807387e-04 4.669710e-04 7.414160e-05 2.446457e-04 6.086129e-04 5.006954e-04 8.391861e-04 4.157548e-04
 [67,] 1.107732e-03 1.455100e-03 7.893906e-04 1.292019e-03 1.421366e-03 1.408527e-03 1.660051e-03 1.283681e-03
 [68,] 9.703159e-03 8.040053e-03 1.239952e-02 8.314782e-03 6.757447e-03 6.586022e-03 4.964217e-03 7.371590e-03
 [69,] 6.803168e-04 3.555100e-04 7.163797e-05 6.433130e-04 1.035690e-03 1.105300e-03 1.259811e-03 8.391615e-04
 [70,] 1.161532e-03 8.996768e-04 6.977342e-04 1.185406e-03 1.552368e-03 1.660807e-03 1.755332e-03 1.411984e-03
 [71,] 3.546907e-03 3.796225e-03 3.416112e-03 3.931982e-03 3.933705e-03 4.045930e-03 4.144918e-03 3.847506e-03
 [72,] 8.926201e-04 1.087236e-03 1.553232e-03 7.663050e-04 1.563585e-03 1.412210e-03 1.765113e-03 1.323462e-03
 [73,] 1.941324e-03 1.777327e-03 2.209356e-03 2.081389e-03 2.368601e-03 2.261934e-03 2.601555e-03 2.213797e-03
 [74,] 8.701633e-04 6.410133e-04 9.900378e-04 4.797338e-04 1.383191e-03 1.185547e-03 1.588617e-03 1.226135e-03
 [75,] 4.712767e-04 3.147377e-04 4.917443e-04 5.494048e-04 8.118663e-04 6.617690e-04 1.040400e-03 7.332054e-04
 [76,] 8.058479e-04 8.180085e-04 5.787697e-04 6.306096e-04 1.055494e-03 9.612055e-04 1.279566e-03 1.018884e-03
 [77,] 1.338150e-03 1.517604e-03 9.996183e-04 1.411174e-03 1.584053e-03 1.542998e-03 1.787273e-03 1.594659e-03
 [78,] 1.785677e-03 2.262262e-03 1.546458e-03 1.995635e-03 2.012945e-03 1.989052e-03 2.166770e-03 2.081264e-03
 [79,] 8.682167e-04 9.183201e-04 1.060784e-03 8.082765e-04 1.131867e-03 1.037279e-03 1.247832e-03 1.183146e-03
 [80,] 4.986281e-04 1.667480e-04 4.226360e-04 4.929626e-04 6.470694e-04 5.953116e-04 7.846151e-04 7.966314e-04
 [81,] 3.482426e-04 1.232186e-03 5.316952e-05 1.336440e-04 4.233723e-04 4.152275e-04 5.343421e-04 5.984987e-04
 [82,] 3.012232e-03 2.981329e-03 2.734367e-03 3.188765e-03 3.056240e-03 3.091931e-03 3.136349e-03 3.235948e-03
 [83,] 1.039582e-03 1.006650e-03 1.080144e-03 1.131723e-03 1.395198e-03 1.244002e-03 1.502607e-03 1.468535e-03
 [84,] 3.920786e-04 2.794524e-04 7.115911e-04 4.744233e-04 5.856022e-04 4.564710e-04 6.980973e-04 7.040763e-04
 [85,] 1.789949e-03 1.724859e-03 1.609481e-03 1.421334e-03 1.906046e-03 1.815754e-03 2.005514e-03 2.051299e-03
 [86,] 8.433091e-03 7.728571e-03 8.119382e-03 6.610798e-03 6.616391e-03 8.010351e-03 5.996621e-03 5.667387e-03
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JUNK CODE

Problem solving on 4.25.2020 to see why commodities ETFs code had a problem.

---
title: "M.S. Thesis - First Draft"
author: "Steven Moen"
date: "Friday, January 24th, 2020"
output:
  pdf_document: default
  html_notebook: default
---

```{r global_options, include=FALSE}
knitr::opts_chunk$set(fig.width=12, fig.height=8, fig.path='Figs/',
                      echo=FALSE, warning=FALSE, message=FALSE, cache = TRUE)
```

# Background and Introduction

Value-at-risk modeling, or VaR, is a commonly used tool to measure riskiness in a financial institution. CAViaR was a new take on risk modeling originally proposed by Robert Engle and Simone Manganelli in 2004 which builds upon the literature of modeling regression quantiles in settings which are essential. 

and agree with the basic premise of the CAViaR paper that many of the nonparametric historical simulation methods don’t have attractive statistical properties and are chosen more for experimental qualities (an example of this in the 1998 paper by Boudoukh, Richardson, and Whitelaw cited by Engle which uses a semiparametric "hybrid" approach)
I think trying to think too narrowly about VaR isn't a very interesting statistical problem - in a sense, VaR is just a useful summarization of quantile risk put into dollar figures for easy consumption
In my opinion, the most interesting question in the CAViaR paper isn’t VaR per se, it’s testing their theorems under relaxations of their assumptions to better understand their approach to extreme value theory. In particular, the following analyses catch my eye:
How important is the assumption C2 on page 374 of the CAVIAR paper (which underlies Theorem 1 about the consistency of the estimator beta hat)? It states that "conditional on all of the past information...the error terms form a stationary process". It may be an interesting test to see how much nonstationarity affects the consistency of the estimator beta hat. I could do this via simulation and see if there's a lot of value here, which may lead us to a more fundamental result.
In my opinion, theorems 4 and 5 (p. 371) are the most important in the paper because they state that the DQ_IS and DQ_OOS quantities are pivotals asymptotically. But it begs the question of how much does that matter, especially in the context of VaR, which in all likelihood is working with limited data? Therefore, it seems to me that the DQ8 and DQ9 assumptions are the shakiest assumptions required for theorem 5. It might be interesting to see how far off from a chi-squared distribution real-world data actually is. This may allow us to develop "rules of thumb" about the accuracy of these asymptotic distributions.

# Methods Used

Fill in.

# Data Used

# Results

# CODE

## Libraries

```{r}
# Read in relevant libraries
library(microbenchmark)
library(data.table)
library(quantmod)
library(ggplot2)
library(tseries)
library(zoo)
library(magrittr)
library(dplyr)
library(kableExtra)
library(formattable)
library(quantreg)
library(MTS)
library(plot3D)

# Set up working directory
# setwd("~/Documents/GitHub/CaviaR")

# source('caviar_SM.R')
source('~/Documents/GitHub/CaviaR/caviar_SM.R')
```

```{r}
# This code below is for use in the CAViaR sections.
```

```{r}
# Here is code that I'll wrap some parts in to avoid superfluous output
quiet <- function(x) { 
  sink(tempfile()) 
  on.exit(sink()) 
  invisible(force(x)) 
} 
```

## Univariate CAViaR Section

```{r}
#' This is a function which pulls data for use in the CAViaR model
#'
#' @param symbol - symbol to pull
#' @param compl_case - defaults to true...only includes complete cases in the data
#' @param adj_close - use adjusted closing prices. Default is yes.
#' @param log_return - use log return? Default is yes.
#'
#' @return - a data frame which can be fed into later functions
#' @export
#'
#' @examples - data_pull("SPY")
data_pull = function(symbol, compl_case = 1, adj_close = 1, log_return = 1, start_date = "1900-01-01", end_date = Sys.Date()){
  # Pull in data from quantmod
  response_pull = getSymbols(symbol, auto.assign = FALSE, from = start_date, to = end_date)
  # Get adjusted closing price
  if (adj_close == TRUE){
    df = Ad(response_pull)
  } else {
    df = Cl(response_pull)
  }
  # Return complete cases only 
  if (compl_case == TRUE){
    df = df[complete.cases(df), ]
  } else{
    df = df
  }
  # Calculate log return of data
  if (log_return == TRUE){
    lr = log(df[,1]/shift(df[,1], 1, type = "lag"))
    # Combine data
    df_out = cbind(df, lr)
    # Rename the data 
    colnames(df_out) <- c(sym=symbol, paste0(symbol, "_log_return"))
  } else{
    df_out = df
  }
  # Return data
  return(df_out)
}


```

```{r}
#' Pull the data and run the CAViaR function on it
#'
#' @param input_data - data to use in the function
#' @param range_data - range of the data to use
#'
#' @return - a list of values from the caviar function
#' @export
#'
#' @examples - caviar_pull(spy)
caviar_pull = function(input_data, range_data = (2:dim(input_data)[1])){
  # Run the caviar data
  caviar <- caviarOptim(input_data[range_data,2])
  return(caviar)
}

```


```{r}
#' Function for producing rolling predictions
#' Model 1 = Symmetric Absolute Value, 2 = Asymmetric slope, 3 = Indirect GARCH, 4 = Adaptive
#'
#' @param input_data - input data from the previous function
#' @param range_data - range of the data to consider
#' @param nfcst - number of forecasts to make
#' @param model - model to use (integers 1 through 4). Defaults to 1. 
#' @param level - level of significance to use.
#' @param G - argument for the k parameter in the 4th model (adaptive). Default is 5
#'
#' @return - an xts object which contains rolling CAViaR predictions
#' @export
#'
#' @examples - rolling_predictions(spy, nfcst = 22)
rolling_predictions = function(input_data, range_data = (2:dim(input_data)[1]), nfcst = 250, model =1, level = 0.01, G = 5, col = 2){
  # Run the varpredict function
  varpredict <- rollapplyr(input_data[range_data,col], length(range_data) - nfcst, caviarOptim, model, level, predict = 1, k = G) %>% lag
  # Eliminate NAs
  # pred_no_na = na.omit(varpredict)
  # Return the data
  # return(pred_no_na)
  return(varpredict)
}

```

```{r}
#' Function to Calculate Loss from the above predictions
#'
#' @param symbol - symbol to work with from quantmod. Must be in quotations to work
#' @param start_dt - start date of the data to build the forecast on 
#' @param end_dt - end date of the data to build the forecast on  
#' @param nfcst - number of data points to use in the forecast
#' @param model - model to use. Defaults to 1
#' @param level - level of significance. Defaults to 1%
#' @param G - argument for the k parameter in the 4th model (adaptive). Default is 5
#'
#' @return - loss using absolute value
#' @export - a plot of the data
#'
#' @examples
loss_calc_uv = function(symbol, start_dt, end_dt, nfcst, model = 1, level = 0.01, G = 5){
  # Pull in the data
  raw_data = data_pull(symbol, start_date = start_dt, end_date = end_dt)
  # Forecast based on the data
  fcst = na.omit(rolling_predictions(raw_data, nfcst = nfcst, model = model, level = level, G = G))*(-1)
  # Extract actuals
  act = tail(raw_data, n = nfcst)[,2]
  # Join the two together and rename
  join = merge(fcst,act,all=TRUE)
  colnames(join) <- c("Fcst_VaR", "Act_Return")
  # print(join)
  # Calculate the losses
  loss = abs(sum(ifelse(act > fcst, level, (-1)*(1-level))))
  # Plot the data
  plot = plot.xts(join, col = c("red", "black"), lty = c(2,1), main = "Log Return from the SPY vs. Fcst. VaR",grid.col = NA, legend.loc = "bottomleft")
  return(list(loss, plot, act, fcst))
}

```

## MV Caviar - Pulling the data

```{r, cache = TRUE}
#' This is a function which creates a data frame for the response and explanatory variables that we'll feed into the diffusion index
#'
#' @param symbol_list - a list of symbols recognizable by the 
#' @param resp_var - the response variable we'd like to forecast; default is SPY
#' @param compl_case - defaults to true...only includes complete cases in the data
#' @param adj_close - use adjusted closing prices for the explanatory variables? default is 1 for YES
#' @param resp_adj_close - use adjusted closing prices for the explanatory variables? default is 1 for YES
#' @param start_date - starting data to use
#' @param end_date - ending date of the data
#' @param lag_pred - do we lag the predictions? It is STRONGLY recommended that this is 0
#'
#' @return - a data frame which can be fed into the SWfore function
#' @export
#'
#' @examples - diff_index_df(c("XLF", "XLE", "PSCT", "XLV", "VPU", "XLP", "IGF", "XWEB", "PPTY"))
diff_index_df = function(symbol_list, resp_var = "SPY", compl_case = 1, adj_close = 1, resp_adj_close = 1, start_date = "1900-01-01", end_date = Sys.Date(), lag_pred = 1){
  # Pull in response variable
  response_pull = getSymbols(resp_var, auto.assign = FALSE, from = start_date, to = end_date)
  # Get adjusted closing price
  if (resp_adj_close == TRUE){
    diff_df = Ad(response_pull)
  } else {
    diff_df = Cl(response_pull)
  }
  # Loop through the symbols and join in data
  for (i in 1:length(symbol_list)){
    # Pull closing price
    expl_pull = getSymbols(symbol_list[i], auto.assign = FALSE, from = start_date, to = end_date)
    # Extract closing price - 4th element
    if (adj_close == TRUE){
      expl_cl = Ad(expl_pull)
    } else {
      expl_cl = Cl(expl_pull)
    }
    # New code for 4.16.2020 - lag the explanatory variables
    if (lag_pred == TRUE){
      # Lag the explanatory variables by 1
      lag_exp = lag(expl_cl, 1)
      # Append the first lag to the data frame
      diff_df = merge(diff_df, lag_exp, join = "left", fill = NA)
    } else{
      # Return the data frame without lags
      diff_df = merge(diff_df, expl_cl, join = "left", fill = NA)
    }
  }
  if (lag_pred == TRUE){
    # Chop off the first row
    diff_df = diff_df[-1,]
  }
  else {
    print("PLEASE NOTE - the explanatory variables in this DF are NOT lagged. Be careful to avoid look-ahead bias!")
  }
  # Return complete cases only 
  if (compl_case == TRUE){
    diff_df_out = diff_df[complete.cases(diff_df), ]
  } else{
    diff_df_out = diff_df
  }
  
  return(diff_df_out)
}

```

```{r, cache = TRUE}
#' Converts a diff_df into a data frame with approximate percentage changes diff(log(diff_df))
#'
#' @param diff_df - output of the diff_index_df function with complete cases
#'
#' @return - retuns the differenced data
#' @export
#'
#' @examples - pc_diff_index(test_compl) 

pc_diff_index = function(diff_df){
  # Difference the log of the data
  pc_diff_index = diff(log(diff_df))
  # Remove the first row
  pc_diff_index_out = pc_diff_index[-1,]
  return(pc_diff_index_out)
}

```

## MV Caviar - Modified DI code

The code that is used in a diffusion index model is as follows. The key is figuring out where to make the extension. I'll go through and comment everything and see what's what.

```{r}
#' Below is the modified diffusion index code.
#'
#' @param y - response variable
#' @param x - predictor variables
#' @param orig - forecast origin
#' @param m - number of diffusion indexes used
#' @param tau - VaR level to use; must be between 0 and 1
#' @param end - specifies an alternate ending value
#' @param print_mdl - print the model summary and the MSE
#'
#' @return - returns a list of variables for use in the diffusion index
#' @export
#'
#' @examples
mod_di = function (y, x, orig, m, tau, end = NULL, print_mdl = 0) 
{
  # Converts the response variables into a matrix
  if (!is.matrix(x)) 
      x = as.matrix(x)
  # nT is number of t time-steps
  nT = dim(x)[1]
  # Add a line to establish the number of data points used in the test.
  if (is.null(end) != TRUE){
    nT = end
  }
  # k is the number of diffusion indices used
  k = dim(x)[2]
  # Sanity checks to ensure that the origin isn't past the number of time points
  if (orig > nT) 
      orig = nT
  # Makes sure that there aren't more predictors than there variables in the dataset
  if (m > k) 
      m = k
  # Makes sure there are at least some variables
  if (m < 1) 
      m = 1
  # Subdivides the dataframe
  x1 = x[1:orig, ]
  # Calculates means of each row
  me = apply(x1, 2, mean)
  # Calculates standard deviations of each column
  se = sqrt(apply(x1, 2, var))
  # Creates a matrix x1, which normalizes all the columns. 
  # This may be an issue since it assumes that the distribution is sufficiently described by the first two moments
  x1 = x
  for (i in 1:k) {
      x1[, i] = (x1[, i] - me[i])/se[i]
  }
  V1 = cov(x1[1:orig, ])
  # Performs an eigen decomposition
  m1 = eigen(V1)
  # Selects eigenvalues
  sdev = m1$values
  # Selects eigenvectors
  M = m1$vectors
  # Makes a smaller matrix
  M1 = M[, 1:m]
  # This is the diffusion index model - [orig x p]*[p x m] = [orig x m]
  Dindex = x1 %*% M1
  # Cut down both the response and predictors to be a reasonable size
  y1 = y[1:orig]
  DF = Dindex[1:orig, ]
  # Apply the linear model - HERE is the key.
  # mm = lm(y1 ~ DF) - old function
  mm = rq(y1 ~ DF, tau = tau)
  # Print the data
  if (print_mdl == 1){
    print(summary(mm))
  }
  # Puts coefficients in a matrix
  coef = matrix(mm$coefficients, (m + 1), 1)
  # Initializes yhat variables and MSE
  yhat = NULL
  MSE = NULL
  if (orig < nT) {
    # Creates a nfcst by (m+1) matrix
    newx = cbind(rep(1, (nT - orig)), Dindex[(orig + 1):nT, 
        ])
    # [nfcstx(m+1)]*[(m+1)x1] = [nfcstx1]
    yhat = newx %*% coef
    # Calculates errors
    err = y[(orig + 1):nT] - yhat
    MSE = mean(err^2)
    if (print_mdl == 1){
      cat("MSE of out-of-sample forecasts: ", MSE, "\n")
    }
  }
  SWfore <- list(coef = coef, yhat = yhat, MSE = MSE, loadings = M1, 
      DFindex = Dindex)
}

```

Now that we have the function, let's see if we can get it to work. First, we'll need to compile all of our data

Let's add a code which incorporates the previous values of the return.

```{r}
#' Below is the modified diffusion index code to include lagged variables.
#'
#' @param y - response variable
#' @param x - predictor variables
#' @param orig - forecast origin
#' @param m - number of diffusion indexes used
#' @param tau - VaR level to use; must be between 0 and 1
#' @param ar_tf - AR transformation type. (1 - no transformation,
#' 2 - absolute value, 3 - asymmetric slope)
#' @param p - number of AR lags to include. Default is one.
#' @param print_mdl - option to print the model summary to make sure everytning is ok. 0 is default.
#' @param model - model type (1 - SAV, 2 - AS, 3 - GARCH, 4 - ADAPTIVE) 
#'
#' @return - returns a list of variables for use in the diffusion index
#' @export
#'
#' @examples
mod_di_wl = function (y, x, orig, m, tau, ar_tf = 1, p = 1, print_mdl = 0, model = 1, end = NULL) 
{
  # Converts the response variables into a matrix
  if (!is.matrix(x)) 
      x = as.matrix(x)
  # nT is number of t time-steps
  nT = dim(x)[1]
  # Add a line to establish the number of data points used in the test.
  if (is.null(end) != TRUE){
    nT = end
  }
  # k is the number of diffusion indices used
  k = dim(x)[2]
  # Sanity checks to ensure that the origin isn't past the number of time points
  if (orig > nT) 
      orig = nT
  # Makes sure that there aren't more predictors than there variables in the dataset
  if (m > k) 
      m = k
  # Makes sure there are at least some variables
  if (m < 1) 
      m = 1
  # Subdivides the dataframe
  x1 = x[1:orig, ]
  # Calculates means of each row
  me = apply(x1, 2, mean)
  # Calculates standard deviations of each column
  se = sqrt(apply(x1, 2, var))
  # Creates a matrix x1, which normalizes all the columns. 
  # This may be an issue since it assumes that the distribution is sufficiently described by the first two moments
  x1 = x
  for (i in 1:k) {
      x1[, i] = (x1[, i] - me[i])/se[i]
  }
  V1 = cov(x1[1:orig, ])
  # Performs an eigen decomposition
  m1 = eigen(V1)
  # Selects eigenvalues
  sdev = m1$values
  # Selects eigenvectors
  M = m1$vectors
  # Makes a smaller matrix
  M1 = M[, 1:m]
  # This is the diffusion index model - [orig x p]*[p x m] = [orig x m]
  Dindex = x1 %*% M1
  # Cut down both the response and predictors to be a reasonable size
  y1 = y[1:orig]
  DF = Dindex[1:orig, ]
  # Copy the data frame
  DF_wl = Dindex
  # Lag the y-variable
  for (i in 1:p){
    # Create a lagged variable
    lag_var = lag(y, i)
    # Append the first lag to the data frame
    DF_wl = cbind(DF_wl,lag_var)
  }
  # Identify the right columns
  l_ar = ncol(DF_wl)
  f_ar = l_ar - p + 1
  # Keep the last columns kept to the side
  all_lag = DF_wl[,(f_ar:l_ar)]
  # Cut off the first row to avoid NA's
  DF_trim = DF_wl[1:orig,]
  # Rename the columns
  # Here's the new function with an untransformed AR(p) lag
  if (ar_tf == 1){
    # Incorporate everything in to an input data frame
    df_in = cbind(y1[-(1:p)], DF_trim[-(1:p),])
    # Rename the columns
    # Initialize a character vector
    nvec = c(rep(0, 1+m+p))
    # Populate the vector - first value is the response
    nvec[1] <- names(y)
    # Next are the diffusion indices
    for (i in 1:m){
      nvec[i+1] = paste0("Diff_Index_", i)
    }
    # Next are the lagged variables
    for (i in 1:p){
      nvec[i+1+m] = paste0("Lag_", i)
    }
    # Assign the names
    names(df_in) <- nvec
    # Run the model
    mm = rq(df_in[,1] ~ df_in[,-1], tau = tau)
  }
  # Here's the new function with an SAV AR(p) lag
  if (ar_tf == 2){
    # Incorporate everything in to an input data frame
    df_in = cbind(y1[-(1:p)], DF_trim[-(1:p),-(f_ar:l_ar)], abs(DF_trim[-(1:p),(f_ar:l_ar)]))
    # Rename the columns
    # Initialize a character vector
    nvec = c(rep(0, 1+m+p))
    # Populate the vector - first value is the response
    nvec[1] <- names(y)
    # Next are the diffusion indices
    for (i in 1:m){
      nvec[i+1] = paste0("Diff_Index_", i)
    }
    # Next are the lagged variables
    for (i in 1:p){
      nvec[i+1+m] = paste0("Lag_", i)
    }
    # Assign the names. Note that this is a matrix
    names(df_in) <- nvec
    # Run the model
    mm = rq(df_in[,1] ~ df_in[,-1], tau = tau)
  }
  # Here's the new function with an asymmetric slope for the AR(1) lag
  # Indicator; 0 if percent change is negative, 1 if it's positive
  # indi = ifelse(DF_trim[,ar] < 0, 0, 1)
  if (ar_tf == 3){
    # Create a matrix of indicators
    indi_mat = matrix(0, nrow(DF_wl), p)
    # Generalize the above code
    for (i in 1:p){
      # Populate the indicator
      indi_mat[,i] = ifelse(DF_wl[,f_ar + i - 1] < 0, 0, 1)
    }
  }
  # Fitting the regression
  if (ar_tf == 3){
    # Incorporate everything in to an input data frame
    df_in = cbind(y1[-(1:p)], DF_trim[-(1:p),-(f_ar:l_ar)], DF_trim[-(1:p),(f_ar:l_ar)], indi_mat[((p+1):orig),])
    # Rename the columns
    # Initialize a character vector
    nvec = c(rep(0, 1+m+2*p))
    # Populate the vector - first value is the response
    nvec[1] <- names(y)
    # Next are the diffusion indices
    for (i in 1:m){
      nvec[i+1] = paste0("Diff_Index_", i)
    }
    # Next are the lagged variables
    for (i in 1:p){
      nvec[i+1+m] = paste0("Lag_", i)
    }
    # Last are the positive indicator variables
    for (i in 1:p){
      nvec[i+1+m+p] = paste0("Pos_Val_for_Lag_", i)
    }
    # Assign the names. Note that this is a matrix
    names(df_in) <- nvec
    # Run the model
    mm = rq(df_in[,1] ~ df_in[,-1], tau = tau)
    # mm = rq(y1[-(1:p)] ~ DF_trim[-(1:p),-(f_ar:l_ar)] + DF_trim[-(1:p),(f_ar:l_ar)] + indi_mat[((p+1):orig),], tau = tau)
    # Add a different line to account for the indicator variable
    # intercept + m + 2*nlag to account for the number of indicator variables
    coef = matrix(mm$coefficients, (1 + m + 2*p), 1)
  }
  if (print_mdl == 1){
    print(summary(mm))
  }
  # Puts coefficients in a matrix - added the AR terms
  # coef = matrix(mm$coefficients, (m + 1), 1)
  if (ar_tf != 3){
    coef = matrix(mm$coefficients, (1 + m + p), 1)
  }
  # Initializes yhat variables and MSE
  yhat = NULL
  loss = NULL
  if (orig < nT) {
    # Creates a nfcst by (m+2) matrix
    # Add on the lagged variables
    newx = cbind(rep(1, (nT - orig)), Dindex[(orig + 1):nT, ], all_lag[(orig+1):nT,])
    # Incorporate lagged variables
    if (ar_tf == 3){
      newx = cbind(rep(1, (nT - orig)), Dindex[(orig + 1):nT, ], all_lag[(orig+1):nT,], indi_mat[(orig+1):nT,])
    }
    # [nfcstx(m+1)]*[(m+1)x1] = [nfcstx1]
    yhat = newx %*% coef
    # Calculates errors
    loss = abs(sum(ifelse(y[(orig + 1):nT] > yhat, tau, (-1)*(1-tau))))
    # Modifying this part to only print this if specified
    if (print_mdl == 1){
      cat("Losses of out-of-sample forecasts: ", loss, "\n")
    }
  }
  SWfore <- list(coef = coef, yhat = yhat, loss = loss, loadings = M1, 
      DFindex = Dindex, name_vector = nvec)
}

```



## MV Caviar - Calcuating losses

```{r}
# Decide on the optimal number of vectors.

# (y, x, orig, m, tau) 

#' Function that calculates loss over a given period of time for the diffusion index model
#'
#' @param y - response variables
#' @param x - explanatory variable
#' @param orig - forecast origin
#' @param end - forecasting ending. Note: as the function is currently written on 2/24, this option doesn't do anything.
#' @param m - number of diffusion indices to use
#' @param tau - VaR level
#' @param mod_di - use the modified DI?
#'
#' @return - returns a list of the loss sum and the loss vector
#' @export
#'
#' @examples - loss_calc(pc_df[,1], pc_df[,-1], 757, 1027, 1, 0.01)
loss_calc = function(y, x, orig, m, tau, mod_di = 0, ar_tf = 1, p = 1, print_mdl = 0, model = 1, end = NULL){
  # Extract y_hat values
  if (mod_di == 0){
    di = mod_di(y=y,x=x,orig=orig,m=m, tau=tau, end = end, print_mdl = print_mdl)
  }
  else {
    di = mod_di_wl(y=y,x=x,orig=orig,m=m, tau=tau, ar_tf = ar_tf, p = p, print_mdl = print_mdl, model = model, end = end)
  }
  # mod_di_wl = function (y, x, orig, m, tau, ar_tf = 1, p = 1, print_mdl = 0, model = 1)
  yhat = di$yhat[1:(end-orig)]
  # Calculate the loss
  # Initialize loss vector
  lvec = rep(0,(end-orig))
  # Take the difference
  for (i in 1:(end-orig)){
    # Calculate an indicator variable
    ind = ifelse(y[orig+i] < yhat[i], 1,0)
    # Use indicator in function below
    lvec[i] = (tau - ind)*(y[orig+i] - yhat[i])
  }
  # Add up the losses - change to look at sum of losses. Won't change decision criterion
  sumloss = sum(lvec)
  # sumloss = sum(lvec)/length(lvec)
  return(list(sumloss,lvec))
}


```



## MV Caviar - Choosing the optimal number of predictors

```{r}
#' Function that selects the optimal number of predictors
#'
#' @param y - response vector
#' @param x - predictor variables
#' @param orig - forecast origin
#' @param end - ending of validation set
#' @param tau - VaR in question
#' @param low_m - low value of m to consider
#' @param high_m - high value of m to consider
#'
#' @return - returns the optimal value of m
#' @export
#'
#' @examples - opt_m(pc_df[,1], pc_df[,-1], 757, 1027, 0.01, low_m =1, high_m  = 5)
opt_m = function(y, x, orig, end = NULL, tau, low_m = 1, high_m, mod_di = 0, ar_tf = 1, p = 1, print_mdl = 0, model = 1, rowname = NULL){
  # Initialize a loss vector
  loss_vec = rep(0,high_m-low_m + 1)
  # Initialize an m vector
  m_vec = seq(low_m, high_m, by = 1)
  # Loop through and populate the loss vector
  for (i in 1:length(loss_vec)){
    loss_vec[i] = quiet(loss_calc(y=y,x=x,orig=orig,end=end, m = m_vec[i], tau = tau, mod_di = mod_di, ar_tf = ar_tf, p = p, print_mdl = print_mdl, model = model))[[1]]
  }
  # Find the minimizer
  opt_m = which.min(loss_vec)
  opt_p = NA
  # Combine into a data frame
  df = as.data.frame(cbind(opt_m, opt_p))
  names(df) <- c("Optimal m", "Optimal p")
  # Assign a rowname
  if (is.null(rowname) == TRUE){
    # Write the row names
    rownames(df) <- c("MV CAViaR")
  }
  else {
    rownames(df) <- rowname
  }
  # Return the loss_vector and the minimzer
  return(list(opt_m, loss_vec, df))
}
```

```{r}
#' Function that selects the optimal number of lags
#'
#' @param y - response vector
#' @param x - predictor variables
#' @param orig - forecast origin
#' @param end - ending of validation set
#' @param tau - VaR in question
#' @param low_m - low value of m to consider
#' @param high_m - high value of m to consider
#'
#' @return - returns the optimal value of m
#' @export
#'
#' @examples - opt_mp(y = pc_df[,1], x = pc_df[,-1], orig = 757, end = 1007, tau = 0.01, low_m =1, high_m  = 5, low_p = 1, high_p = 10, ar_tf = 2, mod_di = 1)
opt_mp = function(y, x, orig, end = NULL, tau, low_m = 1, high_m, low_p = 1, high_p, mod_di = 0, ar_tf = 1, print_mdl = 0, model = 1, print_mp = 0, rowname = NULL){
  # Initialize a loss matrix
  loss_mat = matrix(0, high_p-low_p + 1,high_m-low_m + 1)
  # Initialize a p vector
  p_vec = seq(low_p, high_p, by = 1)
  # Loop through and populate the loss vector
  for (i in 1:nrow(loss_mat)){
    loss_mat[i,] = opt_m(y = y, x = x, orig = orig, end = end, tau = tau, low_m = low_m, high_m  = high_m, p = i, mod_di = mod_di, ar_tf = ar_tf, print_mdl = print_mdl, model = model)[[2]]
  }
  # Find the minimizer
  opt_p = which(loss_mat == min(loss_mat), arr.ind = TRUE)[1,1]
  opt_m = which(loss_mat == min(loss_mat), arr.ind = TRUE)[1,2]
  # Print the optimal p and optimal m
  df = as.data.frame(cbind(opt_m, opt_p))
  names(df) <- c("Optimal m", "Optimal p")
  # Assign a rowname
  if (is.null(rowname) == TRUE){
    if (ar_tf == 1){
      # Write the row names
      rownames(df) <- c("MV CAViaR + AR")
    } else if (ar_tf == 2){
      # Write the row names
      rownames(df) <- c("MV CAViaR + SAV")
    } else if (ar_tf == 3){
      # Write the row names
      rownames(df) <- c("MV CAViaR + AS")
    } else {
      rownames(df) <- c("Unknown Model")
    }
  }
  else {
    rownames(df) <- rowname
  }
  # Print the df if the option is turned on
  if (print_mp == 1){
    print(df)
  }
  # Return the loss_vector and the minimzer
  return(list(opt_m, opt_p, loss_mat, df))
}
```


```{r}
#' A function that combines optimal values of m and p into a final table
#'
#' @param m1 - the data frame from the "MV CAViaR" run
#' @param m2 - the data frame from the "MV CAViaR + AR" run
#' @param m3 - the data frame from the "MV CAViaR + SAV" run
#' @param m4 - the data frame from the "MV CAViaR + AS" run
#'
#' @return - a nicely formatted table
#' @export
#'
#' @examples - pretty_pm(opt_pred_nl[[3]], opt_pm_m1[[4]], opt_pm_m2[[4]], opt_pm_m3[[4]])
pretty_pm = function(m1, m2, m3, m4){
  # Merge the individual data frames
  pm_pretty_df = rbind(m1, m2, m3, m4)
  # Format nicely
  pm_pretty_df %>% kable(caption = "Optimal Number of Diffusion Indices (m) and Lags (p) for Different Models", digits = 0) %>% kable_styling("striped", full_width = F) %>% kable_styling() %>% footnote(general = "The MV CAViaR model doesn't have an optimal value for p because there are no AR lags in the model"
  )
  
}

```


## MV Caviar - Running the univariate model multiple times

```{r}
#' Here is a function that runs the univariate CAViaR model 4 times
#'
#' @param df - the percent change data frame to consider
#' @param nfcst - number of forecasts to run
#' @param tau - the VaR level to consider
#' @param no_run - specifies if any models should not be run
#'
#' @return - a list of the 4 univariate model forecasts
#' @export
#'
#' @examples - aceg = gen_uv_test(pc_df, 1, 0.05, no_run = c(1,1,0,1))
gen_uv_test = function(df, nfcst, tau, no_run = c(0,0,0,0)){
  # model type (1 - SAV, 2 - AS, 3 - GARCH, 4 - ADAPTIVE) 
  # Initialize a list  
  out_list = list()
  # Run the four models - model 1; SAV
  if (no_run[1] == 0){
    uvcav_1 = rolling_predictions(df[,1], range_data = (1:length(df[,1])), nfcst = nfcst, model = 1, G = 10, col = 1, level = tau)
  }
  # Add a filler if there's no entry
  else {
    uvcav_1 = 0
  }
  # Model 2 - AS
  if (no_run[2] == 0){
    uvcav_2 = rolling_predictions(df[,1], range_data = (1:length(df[,1])), nfcst = nfcst, model = 2, G = 10, col = 1, level = tau)
  }
  else {
    uvcav_2 = 0
  }
  # Model 3 - GARCH
  if (no_run[3] == 0){
    uvcav_3 = rolling_predictions(df[,1], range_data = (1:length(df[,1])), nfcst = nfcst, model = 3, G = 10, col = 1, level = tau)
  }
  else {
    uvcav_3 = 0
  }
  # Model 4 - Adaptive
  if (no_run[4] == 0){
    uvcav_4 = rolling_predictions(df[,1], range_data = (1:length(df[,1])), nfcst = nfcst, model = 4, G = 10, col = 1, level = tau)
  }
  else {
    uvcav_4 = 0
  }
  # Export the data as a list
  return(list(uvcav_1, uvcav_2, uvcav_3, uvcav_4))
}

```



## MV Caviar - Plotting function

```{r}
#' Function to plot the data which we generate in previous functions
#'
#' @param plot_matrix - matrix with the data to plot
#' @param norm_value - what to subtact from the data to make it on a percentage change basis. Default is 100.
#'
#' @return 
#' @export - a plot of the data by diffusion index number
#'
#' @examples = plt_data(plot_mtx[[1]]), abc = plt_data(plot_mat, tau = 0.01)
plt_data = function(plot_matrix, tau, resp_var, ntest){
  # Establish a maximum and minimum value
  max_val = max(plot_matrix[,1:ncol(plot_matrix)])
  min_val = min(plot_matrix[,1:ncol(plot_matrix)])
  # Calculate inital and ending time value
  start = index(plot_matrix)[1]
  end = index(plot_matrix)[nrow(plot_matrix)]
  ind_vals = index(plot_matrix) - start
  # Create an initial plot and add lines
    for (i in 1:ncol(plot_matrix)){
      if (i == 1){
        # 4/2/2020 - fixing the index
        plot.ts(ind_vals,plot_matrix[,i], type = "l", xlab = paste("Days Since", as.Date(start)), ylab = "Percent Change in PG", ylim = c(min_val,max_val), lwd = 1, main = paste("Predicting", resp_var, "Returns from", as.Date(start), "to", as.Date(end)), sub = paste("The VaR Level is ", 100*tau, "%", "; There are ", ntest, " Trading Days Plotted Above", sep = ""))
        # plot.ts(index(plot_matrix), plot_matrix[,i], type = "l", xlab = "Trading Days", ylab = "Percent Change in PG", ylim = c(min_val,max_val), lwd = 1, main = "Predicting PG Returns Over Last 250 Trading Days in 2008", sub = paste("The VaR Level is ", 100*tau, "%", sep = ""))
    } else if(i %in% seq(2,8,1)) {
        lines(ind_vals,plot_matrix[,i], col = i-1, lty = 2)
    } else {
        lines(ind_vals,plot_matrix[,i], col = i-1, lty = 2, lwd = 2)
    }
    }
  # Define a sequence for plotting
  plot_seq = seq(1, ncol(plot_matrix))
  legend("topleft", legend = c(colnames(plot_matrix)), col = plot_seq, lty = c(1, rep(2, 7), rep(3, ifelse(ncol(plot_matrix)-8 <= 0, 0, ncol(plot_matrix)-8))), lwd = c(1, rep(1, 7), rep(2, ifelse(ncol(plot_matrix)-8 <= 0, 0, ncol(plot_matrix)-8))))
  # Add a line for 0
  # abline(h = 0, col = "black", lty = 2)
}


```

## MV Caviar - Old Loss Test Function

```{r}
#' A function to calculate losses based on the test sample
#'
#' @param true_vec - the true vector of returns
#' @param pred_vec - the predicted vector from the model runs
#' @param tau - VaR level. Must match what the model used
#'
#' @return - total losses and the entire loss vector
#' @export
#'
#' @examples
loss_test = function(true_vec, pred_vec, tau){
  # Initialize a loss vector
  lvec = rep(0, length(true_vec))
  # Initialize a break vector to see when VaR is broken
  bvec = rep(0, length(true_vec))
  for (i in 1:length(true_vec)){
    # Calculate an indicator variable
    bvec[i] = ifelse(true_vec[i] < pred_vec[i], 1,0)
    # Use indicator in function below
    lvec[i] = (tau - bvec[i])*(true_vec[i] - pred_vec[i])
  }
  # Add up the losses
  # sumloss = sum(lvec)/length(lvec)
  sumloss = sum(lvec)
  # Add up the VaR breakage
  varbreak = sum(bvec)/length(bvec)
  return(list(sumloss,lvec, varbreak, bvec))
}
```



## MV Caviar - A generalized loss calculation function

```{r}
#' A function to calculate losses based on the plot matrix
#'
#' @param data_mat - a matrix of forecasted VaR values, with the true value in the first column
#' @param tau - VaR level. Must match what the model used
#'
#' @return - a list of four items. 
#' 1 = a vector of the losses of all models. 
#' 2 = a vector showing the percentage of VaR breaks by model
#' 3 = the loss matrix
#' 4 = the break matrix
#' @export
#'
#' @examples
gen_loss_test = function(data_mat, tau){
  # Initialize loss and break matrices
  lmat = bmat = matrix(0, nrow = nrow(data_mat), ncol = ncol(data_mat)-1)
  # bvec = rep(0, length(true_vec))
  # Populate the matrices
  for (i in 1:nrow(lmat)){
    for (j in 1:(ncol(lmat))){
      # Calculate an indicator variable
      bmat[i,j] = ifelse(data_mat[i,1] < data_mat[i,j+1], 1,0)
      # Use indicator in function below
      lmat[i,j] = (tau - bmat[i,j])*(data_mat[i,1] - data_mat[i,j+1])
    }    
  }
  # Add up the losses
  sumloss = colSums(lmat)
  # Add up the VaR breakage
  varbreak = colSums(bmat)/nrow(bmat)
  return(list(sumloss, varbreak, lmat, bmat))
}
```


## MV Caviar - Tables function

```{r}
#' A function to make a nice comparison of losses
#'
#' @param data_mat - input data matrix used in the calculation of losses
#' @param loss_list - a list of the losses calculated from the CAViaR function
#' @param tau - the risk level used
#' @param ntest - the number of test points
#'
#' @return
#' @export - returns a nicely formatted table
#'
#' @examples - pretty_tables(plot_mat, l_list, tau = 0.01)
pretty_tables = function(data_mat, loss_list, tau, ntest){
  # Combine into a data frame
  df = as.data.frame(rbind(loss_list[[1]], loss_list[[2]]))
  # Calculate inital and ending time value
  start = index(data_mat)[1]
  end = index(data_mat)[nrow(data_mat)]
  # Add row/column names
  colnames(df) <- colnames(data_mat[,-1])
  rownames(df) <- c("Losses", "VaR Breaks (%)")
  # Convert to a table
  df %>% kable(caption = paste("Comparison of VaR Methods for a ", tau*100, "% VaR", sep = ""), digits = 3) %>% kable_styling("striped", full_width = F) %>% kable_styling() %>% footnote(general = paste("Calculated using", ntest, "trading days from", as.Date(start), "to", as.Date(end)))
}
```




## Export function




```{r}
#' A dressed up version of the export function
#'
#' @param var_file - file to export
#' @param path - filepath
#' @param filename - name of the file, ending with .CSV
#'
#' @return
#' @export - exported CSV file
#'
#' @examples - exp_func(var_file = var_1pc_2016_usetf[[1]], path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "TEST.csv")
exp_func = function(var_file, path, filename){
  # Write a zoo
  write.zoo(var_file, paste0(path, filename), quote = FALSE, sep = ",")
}

# exp_func(var_file = var_1pc_2016_usetf[[1]], path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "TEST.csv")

```




# Big Simulation Function

```{r}
#' This is the "master" function where we'll evaluate the importance of the VaR model over several time periods
#'
#' @param symbol_list - a list of symbols to feed into the model 
#' @param resp_var - the response variable
#' @param compl_case - should the model require complete cases? Default value is 1.
#' @param adj_close - use adjusted close price for the predictors? Default value is 1.
#' @param resp_adj_close - use adjusted close price for the response? Default value is 1.
#' @param start_date - start date to pull data from
#' @param end_date - end date to pull data from
#' @param nval - number of validation points to use
#' @param ntest - number of test points to use
#' @param tau - VaR level to use
#' @param low_m - low number of predictors to test
#' @param high_m  - low number of predictors to test
#' @param uv_list - a list of a pre-run univariate model. If a data frame is not provided, the lengthy uv model will run 
#' @param no_run - things not to run in the model
#' @param low_p - low value for number of lags
#' @param high_p - high value for number of lags
#' @param na_interp - should the function interpolate NA's
#' @param print_mdl - print the model summaries?
#' @param print_mp - print the optimal values for p and m
#' @param lag_pred - do you want to lag the m predictors (default is 1; strongly recommended)
#' @param rowname - what to name the rows of the nice p and m matrix
#' @param export_csv - do you want to export a CSV? Default is 1.
#' @param path - path to export the CSV
#' @param filename - what to name the CSV
#'
#' @return - a list of the plot matrix, a plot, a list with losses, and a table
#' @export - a plot and a table
#'
#' @examples - cav_simul(c("DIS", "GE", "IBM", "MMM", "XOM"), resp_var = "PG", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 5, tau = 0.01, uv_list = uv_cav_list)
cav_simul = function(symbol_list, resp_var, compl_case = 1, adj_close = 1, resp_adj_close = 1, start_date = "1900-01-01", end_date = Sys.Date(), nval, ntest, tau, low_m = 1, high_m, low_p = 1, high_p, uv_list = NULL, no_run = c(0,0,0,0), na_interp = TRUE, print_mdl = 0, print_mp = 0, lag_pred = 1, rowname = NULL, export_csv = 1, path, filename){
  # Select data parameters, pull the data, and percent change the data
  df = diff_index_df(symbol_list = symbol_list, resp_var = resp_var, compl_case = compl_case, adj_close = adj_close, resp_adj_close = resp_adj_close, start_date = start_date, end_date = end_date, lag_pred = lag_pred)
  # Take the percent change of the data
  pc_df = pc_diff_index(df)
  # Extract the legnth of the data frame
  nr = test_end = nrow(pc_df)
  # Calculate the start of the val period, the end of the val period, and the beginning and end of test period
  test_orig = test_end - ntest
  val_end = test_orig
  val_orig = test_orig - nval
  # Test for the optimal number of parameters
  opt_pred_nl = opt_m(y = pc_df[,1], x = pc_df[,-1], orig = val_orig, end = val_end, tau = tau, low_m = low_m, high_m = high_m, rowname = rowname)
  opt_pred_art1 = opt_mp(y = pc_df[,1], x = pc_df[,-1], orig = val_orig, end = val_end, tau = tau, low_m = low_m, high_m = high_m, low_p = low_p, high_p = high_p,mod_di = 1, ar_tf = 1, print_mdl = print_mdl, print_mp = print_mp, rowname = rowname)
  opt_pred_art2 = opt_mp(y = pc_df[,1], x = pc_df[,-1], orig = val_orig, end = val_end, tau = tau, low_m = low_m, high_m = high_m, low_p = low_p, high_p = high_p,mod_di = 1, ar_tf = 2, print_mdl = print_mdl, print_mp = print_mp, rowname = rowname)
  opt_pred_art3 = opt_mp(y = pc_df[,1], x = pc_df[,-1], orig = val_orig, end = val_end, tau = tau, low_m = low_m, high_m = high_m, low_p = low_p, high_p = high_p, mod_di = 1, ar_tf = 3, print_mdl = print_mdl, print_mp = print_mp, rowname = rowname)
  # gen_uv_test(pc_df, 1, 0.05, no_run = c(1,1,0,1))
  # Use the above forecasts to input into the above
  mv_fcst = mod_di(pc_df[,1], pc_df[,-1], orig = test_orig, m = opt_pred_nl[[1]], tau = tau, print_mdl = print_mdl)
  mv_fcst_art1 = mod_di_wl(pc_df[,1], pc_df[,-1], orig = test_orig, m = opt_pred_art1[[1]], p = opt_pred_art1[[2]], tau = tau, ar_tf = 1, print_mdl = print_mdl)
  mv_fcst_art2 = mod_di_wl(pc_df[,1], pc_df[,-1], orig = test_orig, m = opt_pred_art2[[1]], p = opt_pred_art2[[2]], tau = tau, ar_tf = 2, print_mdl = print_mdl)
  mv_fcst_art3 = mod_di_wl(pc_df[,1], pc_df[,-1], orig = test_orig, m = opt_pred_art3[[1]], p = opt_pred_art3[[2]], tau = tau, ar_tf = 3, print_mdl = print_mdl)
  # Calculate the number of predictions
  if (is.null(uv_list) == TRUE){
    # Print a warning
    print("WARNING: Not supplying an input data frame will require this function to run for a significant amount of time (1hr+)")
    # Call the function
    # gen_uv_test = function(df, nfcst, tau, no_run = c(0,0,0,0)){
    # print(head(pc_df))
    uv_list = gen_uv_test(df = pc_df, nfcst = ntest, tau = tau, no_run = no_run)
    # Add to a data frame
    # Incorporate the rolling predictions function results here
  plot_mat = cbind(pc_df[(test_orig+1):nrow(pc_df),1], mv_fcst$yhat[1:ntest], mv_fcst_art1$yhat[1:ntest], mv_fcst_art2$yhat[1:ntest], mv_fcst_art3$yhat[1:ntest], uv_list[[1]][(test_orig+1):test_end]*(-1), uv_list[[2]][(test_orig+1):test_end]*(-1), uv_list[[3]][(test_orig+1):test_end]*(-1), uv_list[[4]][(test_orig+1):test_end]*(-1))
  } else {
    # Assign the columns of the data frame
    # head(var_5pc_2010_usetf[[1]][,6:9])
    # model type (1 - SAV, 2 - AS, 3 - GARCH, 4 - ADAPTIVE) 
    # test_df = head(var_5pc_2010_usetf[[1]][,6:9])
    # test_df$SAV
    # test_df$`Abs. Slope`
    # test_df$`Ind. GARCH`
    # test_df$Adaptive
    plot_mat = cbind(pc_df[(test_orig+1):nrow(pc_df),1], mv_fcst$yhat[1:ntest], mv_fcst_art1$yhat[1:ntest], mv_fcst_art2$yhat[1:ntest], mv_fcst_art3$yhat[1:ntest], uv_list$SAV, uv_list$`Abs. Slope`, uv_list$`Ind. GARCH`, uv_list$Adaptive)
  }
  # Count the NAs and print a warning
  print(paste("NOTE: There are ", sum(is.na(plot_mat)), " NA(s) in the dataset", sep = ""))
  # Linearly interpolate the NAs
  if (na_interp == TRUE){
    # Assign the plot matrix to a new value
    plot_mat_na <- plot_mat
    # Print a warning
    print("WARNING: There were missing values in the plot matrix.")
    # Interpolate the NA's
    for (i in 1:ncol(plot_mat_na)){
      # Interpolate the data
      plot_mat[,i] <- na.approx(plot_mat_na[,i])
    }
  }
  # model type (1 - SAV, 2 - AS, 3 - GARCH, 4 - ADAPTIVE)
  # Add descriptive titles onto the plot_mat
  colnames(plot_mat) <- c(resp_var, "MV CAViaR", "MV CAViaR + AR", "MV CAViaR + SAV", "MV CAViaR + AS", "SAV", "Abs. Slope", "Ind. GARCH", "Adaptive")
  # colnames(plot_mat) <- c("SPY", "MV CAViaR", "MV CAViaR + AR", "MV CAViaR + SAV", "MV CAViaR + AS", "SAV", "Abs. Slope", "Ind. GARCH", "Adaptive")
  # Plot everything
  plot = plt_data(plot_mat, tau = tau, resp_var = resp_var, ntest = ntest)
  # Calculate losses
  l_list = gen_loss_test(plot_mat, tau = tau)
  # Put into tables
  tables = pretty_tables(plot_mat, l_list, tau = tau, ntest = ntest)
  # Run the function for optimal p and m
  pm_table = pretty_pm(opt_pred_nl[[3]], opt_pred_art1[[4]], opt_pred_art2[[4]], opt_pred_art3[[4]])
  # Export the matrix
  if (export_csv == 1){
    exp_func(var_file = plot_mat, path, filename)
  }
  # Print the tables and the plot
  print(plot)
  print(tables)
  print(pm_table)
  return(list(plot_mat, plot, l_list, tables, plot_mat_na, pm_table))
}
```



# Sector ETFs as Explanatory Variables

Here's what I'm thinking.

Lowest level: 1%, 5%, 10% VaR
Next, 2008, 2010, 2014, or 2016
Highest - ETF choices
3 x 4 x 5 = 60 runs

```{r}
# Import the data from CSV's

# abc = read.csv("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/var_1pc_2008_usetf.csv", sep = ",", header = T)
# head(abc)
# as.xts(abc, order.by = abc[,1])

# test1 <- read.zoo("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/var_1pc_2008_usetf.csv", sep = ",",  index.column =0, header = T)
# dat_zoo <- read.zoo("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/var_1pc_2008_usetf.csv", index.column=0, sep=",", header = T, format="%m/%d/%Y")
# dat_zoo <- read.zoo("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/var_1pc_2008_usetf.csv", index.column=0, sep=",", header = T, FUN=as.yearmon)
# test1
# dat_xts = as.xts(dat_zoo, order.by = dat_zoo[,1])

```

# Importing and Running Datasets

```{r}
# Mess around code - it works!
abc = read.csv("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/var_1pc_2008_us_etf.csv", sep = ",", header = T, stringsAsFactors = FALSE)
abc$Index = as.Date(abc$Index)
# abc$index_t = as.POSIXct(abc$Index, format = "%Y-%m-%d")
# index_t
# head(abc)
abc_x = xts(abc[,-1], order.by = abc[,1])
# head(abc_x)
```

```{r}
#' A function to input the VaR files, plot them and generate tables
#'
#' @param file_path - file path to use
#' @param filename - name of the file
#' @param tau - quantile to use
#' @param resp_var - response variable to use in the plot
#' @param ntest - number of test points
#' @param cn_input - column name inputs
#'
#' @return - a list of the xts file, the plot, the loss list, and tables
#' @export - a plot and tables
#'
#' @examples - test = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2008_us_etf.csv", 0.01)
var_input_disp = function(file_path, filename, tau, resp_var = "SPY", ntest = 250, cn_input = c("SPY", "M1", "M2", "M3", "M4", "M5", "M6", "M7", "M8")){
# var_input_disp = function(file_path, filename, tau, resp_var = "SPY", ntest = 250, cn_input = c("SPY", "MV CAViaR", "MV CAViaR + AR", "MV CAViaR + SAV", "MV CAViaR + AS", "SAV", "Abs. Slope", "Ind. GARCH", "Adaptive")){
  # Import data
  plot_mat = read.csv(paste0(file_path,filename), sep = ",", header = T, stringsAsFactors = FALSE)
  # Fix date format
  plot_mat$Index = as.Date(plot_mat$Index)
  # Convert to an xts
  plot_mat = xts(plot_mat[,-1], order.by = plot_mat[,1])
  # Fix column names
  colnames(plot_mat) <- cn_input
  # Plot everything
  plot = plt_data(plot_mat, tau = tau, resp_var = resp_var, ntest = ntest)
  # Calculate losses
  l_list = gen_loss_test(plot_mat, tau = tau)
  # Put into tables
  tables = pretty_tables(plot_mat, l_list, tau = tau, ntest = ntest)
  # Print the tables and the plot
  print(plot)
  print(tables)
  # print(pm_table)
  # Return the xts, the plot, the loss list, and the tables
  return(list(plot_mat, plot, l_list, tables))
}
```

```{r}
# test = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2008_us_etf.csv", 0.01)
```

# Problem Solving on 4.29.2020

```{r}
# Create a fake data frame, and assign silly numbers
df_FAKE = as.data.frame(cbind(1,2,3,4))
rownames(df_FAKE) <- c("Numbers")
colnames(df_FAKE) <- c("One", "Two", "Three", "Four")
df_FAKE %>% kable(caption = "Fake Data", digits = 3) %>% kable_styling("striped", full_width = F) %>% kable_styling() %>% footnote(general = paste("Calculated using", 4, "fake data points"))

# df %>% kable(caption = paste("Comparison of VaR Methods for a ", tau*100, "% VaR", sep = ""), digits = 3) %>% kable_styling("striped", full_width = F) %>% kable_styling() %>% footnote(general = paste("Calculated using", ntest, "trading days from", as.Date(start), "to", as.Date(end)))
```


## 2008 Ending

### U.S. ETFs

```{r}
# return(list(plot_mat, plot, l_list, tables))

# Call the above function
v1_2008_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2008_us_etf.csv", 0.01)
pretty_tables(v1_2008_usetf[[1]], v1_2008_usetf[[3]], tau = 0.01, ntest = 250)
v5_2008_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_5pc_2008_us_etf.csv", 0.05)
v10_2008_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_10pc_2008_us_etf.csv", 0.10)

# head(v10_2008_usetf[[1]])
v10_2008_usetf
```

```{r}
# 1%, 5%, 10% VaR - 2008 - 1st set of predictors
# var_1pc_2008_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_1pc_2008_us_etf.csv", uv_list = var_1pc_2008_usetf[[1]])

# var_5pc_2008_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_5pc_2008_us_etf.csv", uv_list = var_5pc_2008_usetf[[1]])

# var_10pc_2008_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_10pc_2008_us_etf.csv", uv_list = var_10pc_2008_usetf[[1]])
```

### Global ETFs

```{r}
# Call the above function
v1_2008_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_1pc_2008_glob_etf.csv", 0.01)
v5_2008_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_5pc_2008_glob_etf.csv", 0.05)
v10_2008_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_10pc_2008_glob_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2008 - 2nd set of predictors
# var_1pc_2008_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_1pc_2008_glob_etf.csv", uv_list = var_1pc_2008_usetf[[1]])

# var_5pc_2008_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_5pc_2008_glob_etf.csv", uv_list = var_5pc_2008_usetf[[1]])

# var_10pc_2008_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_10pc_2008_glob_etf.csv", uv_list = var_10pc_2008_usetf[[1]])
```

### Commodity ETFs

```{r}
# 1%, 5%, 10% VaR - 2008 - 3rd set of predictors
# var_1pc_2008_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_1pc_2008_comm_etf.csv", uv_list = var_1pc_2008_usetf[[1]])

# var_5pc_2008_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_5pc_2008_comm_etf.csv", uv_list = var_5pc_2008_usetf[[1]])

# var_10pc_2008_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_10pc_2008_comm_etf.csv", uv_list = var_10pc_2008_usetf[[1]])
```



### Bond ETFs

```{r}
# Call the above function
v1_2008_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_1pc_2008_bond_etf.csv", 0.01)
v5_2008_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_5pc_2008_bond_etf.csv", 0.05)
v10_2008_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_10pc_2008_bond_etf.csv", 0.10)
```

```{r}
# iShares 1-3 Year Treasury Bond Fund (SHY)
# iShares 7-10 Year Treasury Bond Fund (IEF)
# iShares 20+ Year Treasury Bond Fund (TLT)
# iShares iBoxx $ Investment Grade Corporate Bond ETF (LQD)

# 1%, 5%, 10% VaR - 2008 - 4th set of predictors
# var_1pc_2008_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_1pc_2008_bond_etf.csv", uv_list = var_1pc_2008_usetf[[1]])

# var_5pc_2008_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_5pc_2008_bond_etf.csv", uv_list = var_5pc_2008_usetf[[1]])

# var_10pc_2008_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_10pc_2008_bond_etf.csv", uv_list = var_10pc_2008_usetf[[1]])
```

### All ETFs

```{r}
# Call the above function
v1_2008_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_1pc_2008_all_etf.csv", 0.01)
v5_2008_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_5pc_2008_all_etf.csv", 0.05)
v10_2008_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_10pc_2008_all_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2008 - 5th set of predictors
# var_1pc_2008_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_1pc_2008_all_etf.csv", uv_list = var_1pc_2008_usetf[[1]])

# var_5pc_2008_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_5pc_2008_all_etf.csv", uv_list = var_5pc_2008_usetf[[1]])

# var_10pc_2008_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_10pc_2008_all_etf.csv", uv_list = var_10pc_2008_usetf[[1]])
```

## 2010 Ending

### U.S. ETFs

```{r}
# Call the above function
v1_2010_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2010_us_etf.csv", 0.01)
v5_2010_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_5pc_2010_us_etf.csv", 0.05)
v10_2010_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_10pc_2010_us_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2010 - 1st set of predictors
# var_1pc_2010_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_1pc_2010_us_etf.csv", uv_list = var_1pc_2010_usetf[[1]])

# var_5pc_2010_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_5pc_2010_us_etf.csv", uv_list = var_5pc_2010_usetf[[1]])

# var_10pc_2010_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_10pc_2010_us_etf.csv", uv_list = var_10pc_2010_usetf[[1]])
```

### Global ETFs

```{r}
# Call the above function
v1_2010_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_1pc_2010_glob_etf.csv", 0.01)
v5_2010_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_5pc_2010_glob_etf.csv", 0.05)
v10_2010_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_10pc_2010_glob_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2010 - 2nd set of predictors
# var_1pc_2010_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_1pc_2010_glob_etf.csv", uv_list = var_1pc_2010_usetf[[1]])

# var_5pc_2010_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_5pc_2010_glob_etf.csv", uv_list = var_5pc_2010_usetf[[1]])

# var_10pc_2010_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_10pc_2010_glob_etf.csv", uv_list = var_10pc_2010_usetf[[1]])
```

### Commodity ETFs

```{r}
# 1%, 5%, 10% VaR - 2010 - 3rd set of predictors
# var_1pc_2010_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_1pc_2010_comm_etf.csv", uv_list = var_1pc_2010_usetf[[1]])

# var_5pc_2010_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_5pc_2010_comm_etf.csv", uv_list = var_5pc_2010_usetf[[1]])

# var_10pc_2010_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_10pc_2010_comm_etf.csv", uv_list = var_10pc_2010_usetf[[1]])
```

### Bond ETFs

```{r}
# Call the above function
v1_2010_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_1pc_2010_bond_etf.csv", 0.01)
v5_2010_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_5pc_2010_bond_etf.csv", 0.05)
v10_2010_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_10pc_2010_bond_etf.csv", 0.10)
```

```{r}
# iShares 1-3 Year Treasury Bond Fund (SHY)
# iShares 7-10 Year Treasury Bond Fund (IEF)
# iShares 20+ Year Treasury Bond Fund (TLT)
# iShares iBoxx $ Investment Grade Corporate Bond ETF (LQD)

# 1%, 5%, 10% VaR - 2010 - 4th set of predictors
# var_1pc_2010_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_1pc_2010_bond_etf.csv", uv_list = var_1pc_2010_usetf[[1]])

# var_5pc_2010_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_5pc_2010_bond_etf.csv", uv_list = var_5pc_2010_usetf[[1]])

# var_10pc_2010_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_10pc_2010_bond_etf.csv", uv_list = var_10pc_2010_usetf[[1]])
```

### All ETFs

```{r}
# Call the above function
v1_2010_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_1pc_2010_all_etf.csv", 0.01)
v5_2010_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_5pc_2010_all_etf.csv", 0.05)
v10_2010_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_10pc_2010_all_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2010 - 5th set of predictors
# var_1pc_2010_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_1pc_2010_all_etf.csv", uv_list = var_1pc_2010_usetf[[1]])

# var_5pc_2010_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_5pc_2010_all_etf.csv", uv_list = var_5pc_2010_usetf[[1]])

# var_10pc_2010_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2006-01-01", end_date = "2010-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_10pc_2010_all_etf.csv", uv_list = var_10pc_2010_usetf[[1]])
```

## 2014 Ending

### U.S. ETFs

```{r}
# Call the above function
v1_2014_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2014_us_etf.csv", 0.01)
v5_2014_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_5pc_2014_us_etf.csv", 0.05)
v10_2014_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_10pc_2014_us_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2014 - 1st set of predictors
# var_1pc_2014_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_1pc_2014_us_etf.csv", uv_list = var_1pc_2014_usetf[[1]])

# var_5pc_2014_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_5pc_2014_us_etf.csv", uv_list = var_5pc_2014_usetf[[1]])

# var_10pc_2014_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_10pc_2014_us_etf.csv", uv_list = var_10pc_2014_usetf[[1]])
```

### Global ETFs

```{r}
# Call the above function
v1_2014_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_1pc_2014_glob_etf.csv", 0.01)
v5_2014_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_5pc_2014_glob_etf.csv", 0.05)
v10_2014_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_10pc_2014_glob_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2014 - 2nd set of predictors
# var_1pc_2014_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_1pc_2014_glob_etf.csv", uv_list = var_1pc_2014_usetf[[1]])

# var_5pc_2014_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_5pc_2014_glob_etf.csv", uv_list = var_5pc_2014_usetf[[1]])

# var_10pc_2014_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_10pc_2014_glob_etf.csv", uv_list = var_10pc_2014_usetf[[1]])
```

### Commodity ETFs

```{r}
# 1%, 5%, 10% VaR - 2014 - 3rd set of predictors
# var_1pc_2014_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_1pc_2014_comm_etf.csv", uv_list = var_1pc_2014_usetf[[1]])

# var_5pc_2014_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_5pc_2014_comm_etf.csv", uv_list = var_5pc_2014_usetf[[1]])

# var_10pc_2014_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_10pc_2014_comm_etf.csv", uv_list = var_10pc_2014_usetf[[1]])
```

### Bond ETFs

```{r}
# Call the above function
v1_2014_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_1pc_2014_bond_etf.csv", 0.01)
v5_2014_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_5pc_2014_bond_etf.csv", 0.05)
v10_2014_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_10pc_2014_bond_etf.csv", 0.10)
```

```{r}
# iShares 1-3 Year Treasury Bond Fund (SHY)
# iShares 7-10 Year Treasury Bond Fund (IEF)
# iShares 20+ Year Treasury Bond Fund (TLT)
# iShares iBoxx $ Investment Grade Corporate Bond ETF (LQD)

# 1%, 5%, 10% VaR - 2014 - 4th set of predictors
# var_1pc_2014_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_1pc_2014_bond_etf.csv", uv_list = var_1pc_2014_usetf[[1]])

# var_5pc_2014_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_5pc_2014_bond_etf.csv", uv_list = var_5pc_2014_usetf[[1]])

# var_10pc_2014_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_10pc_2014_bond_etf.csv", uv_list = var_10pc_2014_usetf[[1]])
```

### All ETFs

```{r}
# Call the above function
v1_2014_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_1pc_2014_all_etf.csv", 0.01)
v5_2014_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_5pc_2014_all_etf.csv", 0.05)
v10_2014_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_10pc_2014_all_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2014 - 5th set of predictors
# var_1pc_2014_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_1pc_2014_all_etf.csv", uv_list = var_1pc_2014_usetf[[1]])

# var_5pc_2014_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_5pc_2014_all_etf.csv", uv_list = var_5pc_2014_usetf[[1]])

# var_10pc_2014_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2010-01-01", end_date = "2014-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_10pc_2014_all_etf.csv", uv_list = var_10pc_2014_usetf[[1]])
```


## 2016 Ending

### U.S. ETFs

```{r}
# Call the above function
v1_2016_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_1pc_2016_us_etf.csv", 0.01)
v5_2016_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_5pc_2016_us_etf.csv", 0.05)
v10_2016_usetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/","var_10pc_2016_us_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2016 - 1st set of predictors
# var_1pc_2016_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_1pc_2016_us_etf.csv", uv_list = var_1pc_2016_usetf[[1]])

# var_5pc_2016_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_5pc_2016_us_etf.csv", uv_list = var_5pc_2016_usetf[[1]])

# var_10pc_2016_us_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 9, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_US_ETF_runs/", filename = "var_10pc_2016_us_etf.csv", uv_list = var_10pc_2016_usetf[[1]])
```

### Global ETFs

```{r}
# Call the above function
v1_2016_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_1pc_2016_glob_etf.csv", 0.01)
v5_2016_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_5pc_2016_glob_etf.csv", 0.05)
v10_2016_globetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/","var_10pc_2016_glob_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2016 - 2nd set of predictors
# var_1pc_2016_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_1pc_2016_glob_etf.csv", uv_list = var_1pc_2016_usetf[[1]])

# var_5pc_2016_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_5pc_2016_glob_etf.csv", uv_list = var_5pc_2016_usetf[[1]])

# var_10pc_2016_glob_etf = cav_simul(c("JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 10, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_glob_ETF_runs/", filename = "var_10pc_2016_glob_etf.csv", uv_list = var_10pc_2016_usetf[[1]])
```

### Commodity ETFs

```{r}
# 1%, 5%, 10% VaR - 2016 - 3rd set of predictors
# var_1pc_2016_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_1pc_2016_comm_etf.csv", uv_list = var_1pc_2016_usetf[[1]])

# var_5pc_2016_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_5pc_2016_comm_etf.csv", uv_list = var_5pc_2016_usetf[[1]])

# var_10pc_2016_comm_etf = cav_simul(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_comm_ETF_runs/", filename = "var_10pc_2016_comm_etf.csv", uv_list = var_10pc_2016_usetf[[1]])
```

### Bond ETFs

```{r}
# Call the above function
v1_2016_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_1pc_2016_bond_etf.csv", 0.01)
v5_2016_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_5pc_2016_bond_etf.csv", 0.05)
v10_2016_bondetf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/","var_10pc_2016_bond_etf.csv", 0.10)
```

```{r}
# iShares 1-3 Year Treasury Bond Fund (SHY)
# iShares 7-10 Year Treasury Bond Fund (IEF)
# iShares 20+ Year Treasury Bond Fund (TLT)
# iShares iBoxx $ Investment Grade Corporate Bond ETF (LQD)

# 1%, 5%, 10% VaR - 2016 - 4th set of predictors
# var_1pc_2016_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_1pc_2016_bond_etf.csv", uv_list = var_1pc_2016_usetf[[1]])

# var_5pc_2016_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_5pc_2016_bond_etf.csv", uv_list = var_5pc_2016_usetf[[1]])

# var_10pc_2016_bond_etf = cav_simul(c("SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 4, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_bond_ETF_runs/", filename = "var_10pc_2016_bond_etf.csv", uv_list = var_10pc_2016_usetf[[1]])
```

### All ETFs

```{r}
# Call the above function
v1_2016_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_1pc_2016_all_etf.csv", 0.01)
v5_2016_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_5pc_2016_all_etf.csv", 0.05)
v10_2016_alletf = var_input_disp("/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/","var_10pc_2016_all_etf.csv", 0.10)
```

```{r}
# 1%, 5%, 10% VaR - 2016 - 5th set of predictors
# var_1pc_2016_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10, tau = 0.01, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_1pc_2016_all_etf.csv", uv_list = var_1pc_2016_usetf[[1]])

# var_5pc_2016_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.05, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_5pc_2016_all_etf.csv", uv_list = var_5pc_2016_usetf[[1]])

# var_10pc_2016_all_etf = cav_simul(c("XLU", "XLP", "XLV", "XLK", "XLY", "XLI", "XLF", "XLB", "XLE", "JXI", "KXI", "IXJ", "IXP", "IXN", "RXI", "EXI", "IXG", "MXI", "IXC", "SHY", "IEF", "TLT", "LQD"), resp_var = "SPY", start_date = "2012-01-01", end_date = "2016-12-31", nval = 250, ntest = 250, low_m = 1, high_m = 23, low_p = 1, high_p = 10,tau = 0.10, print_mdl = 1, print_mp = 1, path = "/Users/stevenmoen/Documents/GitHub/CAViaR_MS_thesis/Data_Export/SPY_all_ETF_runs/", filename = "var_10pc_2016_all_etf.csv", uv_list = var_10pc_2016_usetf[[1]])
```

# JUNK CODE

Problem solving on 4.25.2020 to see why commodities ETFs code had a problem.

```{r}
# comm_df = diff_index_df(c("DBA", "DBC", "DBE", "DBB"), resp_var = "SPY", start_date = "2004-01-01", end_date = "2008-12-31", lag_pred = 1)
# head(comm_df)
# pc_df = pc_diff_index(df)
```
